diff --git a/.gitignore b/.gitignore
index b8677211..84bfa743 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,143 +2,12 @@
 .azure
 *_env
 
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Distribution / packaging
-.Python
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-lib64/
-parts/
-sdist/
-var/
-wheels/
-share/python-wheels/
-*.egg-info/
-.installed.cfg
-*.egg
-MANIFEST
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
 # Unit test / coverage reports
-htmlcov/
-.tox/
-.nox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-*.py,cover
-.hypothesis/
-.pytest_cache/
-cover/
-
-# Translations
-*.mo
-*.pot
-
-# Django stuff:
-*.log
-local_settings.py
-db.sqlite3
-db.sqlite3-journal
-
-# Flask stuff:
-instance/
-.webassets-cache
-
-# Scrapy stuff:
-.scrapy
-
-# Sphinx documentation
-docs/_build/
-
-# PyBuilder
-.pybuilder/
-target/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# IPython
-profile_default/
-ipython_config.py
-
-# pyenv
-#   For a library or package, you might want to ignore these files since the code is
-#   intended to run in multiple environments; otherwise, check them in:
-# .python-version
-
-# pipenv
-#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
-#   However, in case of collaboration, if having platform-specific dependencies or dependencies
-#   having no cross-platform support, pipenv may install dependencies that don't work, or not
-#   install all needed dependencies.
-#Pipfile.lock
-
-# PEP 582; used by e.g. github.com/David-OConnor/pyflow
-__pypackages__/
-
-# Celery stuff
-celerybeat-schedule
-celerybeat.pid
-
-# SageMath parsed files
-*.sage.py
+.tap/
+packages/*/test-dist/
 
 # Environments
 .env
-.venv
-env/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-.dmypy.json
-dmypy.json
-
-# Pyre type checker
-.pyre/
-
-# pytype static type analyzer
-.pytype/
-
-# Cython debug symbols
-cython_debug/
 
 # NPM
 npm-debug.log*
diff --git a/package-lock.json b/package-lock.json
index 669c9481..f6e58860 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -12,6 +12,7 @@
         "packages/*"
       ],
       "devDependencies": {
+        "@tapjs/nock": "^3.1.9",
         "concurrently": "^8.2.1",
         "eslint-config-shared": "^1.0.0",
         "lint-staged": "^14.0.1",
@@ -32,6 +33,31 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/@alcalzone/ansi-tokenize": {
+      "version": "0.1.3",
+      "resolved": "https://registry.npmjs.org/@alcalzone/ansi-tokenize/-/ansi-tokenize-0.1.3.tgz",
+      "integrity": "sha512-3yWxPTq3UQ/FY9p1ErPxIyfT64elWaMvM9lIHnaqpyft63tkxodF5aUElYHrdisWve5cETkh1+KBw1yJuW0aRw==",
+      "dev": true,
+      "dependencies": {
+        "ansi-styles": "^6.2.1",
+        "is-fullwidth-code-point": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=14.13.1"
+      }
+    },
+    "node_modules/@alcalzone/ansi-tokenize/node_modules/ansi-styles": {
+      "version": "6.2.1",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.1.tgz",
+      "integrity": "sha512-bN798gFfQX+viw3R7yrGWRqnrN2oRkEkUjjl4JNn4E8GxxbjtG3FbrEIIY3l8/hrwUwIeCZvi4QuOTP4MErVug==",
+      "dev": true,
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
     "node_modules/@ampproject/remapping": {
       "version": "2.2.1",
       "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
@@ -984,6 +1010,18 @@
         "node": ">=6.9.0"
       }
     },
+    "node_modules/@base2/pretty-print-object": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/@base2/pretty-print-object/-/pretty-print-object-1.0.1.tgz",
+      "integrity": "sha512-4iri8i1AqYHJE2DstZYkyEprg6Pq6sKx3xn5FpySk9sNhH7qN2LLlHJCfDTZRILNwQNPD7mATWM0TBui7uC1pA==",
+      "dev": true
+    },
+    "node_modules/@bcoe/v8-coverage": {
+      "version": "0.2.3",
+      "resolved": "https://registry.npmjs.org/@bcoe/v8-coverage/-/v8-coverage-0.2.3.tgz",
+      "integrity": "sha512-0hYQ8SB4Db5zvZB4axdMHGwEaQjkZzFjQiN9LVYvIFB2nSUHW9tYpxWriPrWDASIxiaXax83REcLxuSdnGPZtw==",
+      "dev": true
+    },
     "node_modules/@cspotcode/source-map-support": {
       "version": "0.8.1",
       "resolved": "https://registry.npmjs.org/@cspotcode/source-map-support/-/source-map-support-0.8.1.tgz",
@@ -1416,9 +1454,9 @@
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-      "integrity": "sha512-H1Ddc/PbZHTDVJSnj8kWptIRSD6AM3pK+mKytuIVF4uoBV7rshFlhhvA58ceJ5wp3Er58w6zj7bykMpYXt3ETw==",
+      "version": "13.23.0",
+      "resolved": "https://registry.npmjs.org/globals/-/globals-13.23.0.tgz",
+      "integrity": "sha512-XAmF0RjlrjY23MA51q3HltdlGxUpXPvg0GioKiD9X6HD28iMjo2dKC8Vqwm7lne4GNr78+RHTfliktR6ZH09wA==",
       "peer": true,
       "dependencies": {
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@@ -1443,9 +1481,9 @@
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     "node_modules/@eslint/js": {
-      "version": "8.50.0",
-      "resolved": "https://registry.npmjs.org/@eslint/js/-/js-8.50.0.tgz",
-      "integrity": "sha512-NCC3zz2+nvYd+Ckfh87rA47zfu2QsQpvc6k1yzTk+b9KzRj0wkGa8LSoGOXN6Zv4lRf/EIoZ80biDh9HOI+RNQ==",
+      "version": "8.51.0",
+      "resolved": "https://registry.npmjs.org/@eslint/js/-/js-8.51.0.tgz",
+      "integrity": "sha512-HxjQ8Qn+4SI3/AFv6sOrDB+g6PpUTDwSJiQqOrnneEk8L71161srI9gjzzZvYVbzHiVg/BvcH95+cK/zfIt4pg==",
       "peer": true,
       "engines": {
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@@ -1591,9 +1629,9 @@
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-      "resolved": "https://registry.npmjs.org/@fastify/swagger/-/swagger-8.10.1.tgz",
-      "integrity": "sha512-NZ4PyppZWEd4j8qPt4AKGhuMm7dALe2IntmI2NrdlnPno+rFRyQJHw3XHdziN7yirYGhCGM+vByItWEnPHLu4w==",
+      "version": "8.11.0",
+      "resolved": "https://registry.npmjs.org/@fastify/swagger/-/swagger-8.11.0.tgz",
+      "integrity": "sha512-K8hAWr3wTBUojjJfNUy0TAl766ga2O/L5mWVbBZ6MImOOB3GYUgqNXC4MKrOejt8Y4Ps4cdKjkgzWLcUtg8SFg==",
       "dependencies": {
         "fastify-plugin": "^4.0.0",
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@@ -1603,9 +1641,9 @@
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     },
     "node_modules/@fastify/swagger-ui": {
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-      "resolved": "https://registry.npmjs.org/@fastify/swagger-ui/-/swagger-ui-1.9.3.tgz",
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+      "version": "1.10.0",
+      "resolved": "https://registry.npmjs.org/@fastify/swagger-ui/-/swagger-ui-1.10.0.tgz",
+      "integrity": "sha512-vps8KRDQ8JWQGG9Dh6fCOzAc81Y5a6RnCU/Sumyw3n7+HXJSYExnLLgv4aS9eRFSODtQ8kzZJ//IxAbf0nZ+sQ==",
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@@ -1686,9 +1724,9 @@
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     "node_modules/@fluentui/react": {
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-      "resolved": "https://registry.npmjs.org/@fluentui/react/-/react-8.112.1.tgz",
-      "integrity": "sha512-Op5RnHUodhH6odnx51bugqaOVNW23F07ONP7evBZgekbE3GSJyRm2L+GtH3/lWNplr/eA8NRIt3xtatOA8S5GQ==",
+      "version": "8.112.2",
+      "resolved": "https://registry.npmjs.org/@fluentui/react/-/react-8.112.2.tgz",
+      "integrity": "sha512-NdE2LIsWuhC1jTHAch8+eY3fplivwYfVeP3wKsNCm0aEf6JgbuyQB+ZN1CN7eqCNeSd9TPYaXn1gwfuBxef1mA==",
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         "@fluentui/font-icons-mdl2": "^8.5.25",
@@ -1745,9 +1783,9 @@
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-      "resolved": "https://registry.npmjs.org/@fluentui/react-icons/-/react-icons-2.0.218.tgz",
-      "integrity": "sha512-9XoxrPQ4+fvYr6cUTTz4BRHl7UZMZRKL4j8nfJd+wix87AQqFVfloeFO2qUqxD/4uiJyt62VJJMfQCaxLdZCyA==",
+      "version": "2.0.219",
+      "resolved": "https://registry.npmjs.org/@fluentui/react-icons/-/react-icons-2.0.219.tgz",
+      "integrity": "sha512-KYOtNfB7Zlk/zbs3LfFQWD1q2cUs62tTC2LulAsPjSEbWwzrDcAGrTxtSnFvohjkHqM4kiY1a10DC9QlLCLLZw==",
       "dependencies": {
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@@ -1915,105 +1953,6 @@
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-      "bin": {
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-    "node_modules/@istanbuljs/load-nyc-config/node_modules/locate-path": {
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       "resolved": "https://registry.npmjs.org/@istanbuljs/schema/-/schema-0.1.3.tgz",
@@ -2146,6 +2085,248 @@
         "node": ">= 8"
       }
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+    "node_modules/@npmcli/agent": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@npmcli/agent/-/agent-2.2.0.tgz",
+      "integrity": "sha512-2yThA1Es98orMkpSLVqlDZAMPK3jHJhifP2gnNUdk1754uZ8yI5c+ulCoVG+WlntQA6MzhrURMXjSd9Z7dJ2/Q==",
+      "dev": true,
+      "dependencies": {
+        "agent-base": "^7.1.0",
+        "http-proxy-agent": "^7.0.0",
+        "https-proxy-agent": "^7.0.1",
+        "lru-cache": "^10.0.1",
+        "socks-proxy-agent": "^8.0.1"
+      },
+      "engines": {
+        "node": "^16.14.0 || >=18.0.0"
+      }
+    },
+    "node_modules/@npmcli/agent/node_modules/agent-base": {
+      "version": "7.1.0",
+      "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-7.1.0.tgz",
+      "integrity": "sha512-o/zjMZRhJxny7OyEF+Op8X+efiELC7k7yOjMzgfzVqOzXqkBkWI79YoTdOtsuWd5BWhAGAuOY/Xa6xpiaWXiNg==",
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+      "dependencies": {
+        "debug": "^4.3.4"
+      },
+      "engines": {
+        "node": ">= 14"
+      }
+    },
+    "node_modules/@npmcli/agent/node_modules/http-proxy-agent": {
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+      "resolved": "https://registry.npmjs.org/http-proxy-agent/-/http-proxy-agent-7.0.0.tgz",
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+        "debug": "^4.3.4"
+      },
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+        "debug": "4"
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+        "debug": "^4.3.4",
+        "socks": "^2.7.1"
+      },
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+        "path-scurry": "^1.10.1"
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       },
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-        "node": ">=8"
+        "node": ">=16 || 14 >=14.17"
+      },
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+        "url": "https://github.com/sponsors/isaacs"
       }
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-        "node": ">=10"
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-        "url": "https://github.com/sponsors/sindresorhus"
+        "url": "https://github.com/sponsors/isaacs"
       }
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+      "integrity": "sha512-bzyZ1e88w9O1iNJbKnOlvYTrWPDl46O1bG0D3XInv+9tkPrxrN8jUUTiFlDkkmKWgn1M6CfIA13SuGqOa9Korw==",
+      "dev": true,
+      "peer": true,
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+        "node": ">=14"
+      },
       "funding": {
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       }
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-    "packages/chat-component": {
-      "version": "0.0.1",
-      "license": "MIT",
+    "packages/search/node_modules/tap-parser": {
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-        "@rollup/plugin-typescript": "^11.1.3",
-        "dompurify": "^3.0.6",
-        "lit": "^2.8.0",
-        "rollup": "^3.29.1"
+        "events-to-array": "^2.0.3",
+        "tap-yaml": "2.2.0"
       },
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-        "lit-analyzer": "^1.2.1",
-        "rimraf": "^5.0.1",
-        "typescript": "^5.2.2",
-        "vite": "^4.4.5"
+      "bin": {
+        "tap-parser": "bin/cmd.cjs"
+      },
+      "engines": {
+        "node": ">=16"
       }
     },
-    "packages/eslint-config": {
-      "name": "eslint-config-shared",
-      "version": "1.0.0",
+    "packages/search/node_modules/tcompare": {
+      "version": "6.4.3",
+      "resolved": "https://registry.npmjs.org/tcompare/-/tcompare-6.4.3.tgz",
+      "integrity": "sha512-bKVNHmQ6Nd7/K3+SFuhsppUrXGwQjXts/U9NAVz52JNYeOlyCjtVydNZHgscw3RmtHp+JdWuheYjVqPvY9x9kg==",
+      "dev": true,
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-        "@typescript-eslint/parser": "^6.7.0"
+        "diff": "^5.1.0",
+        "react-element-to-jsx-string": "^15.0.0"
       },
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-        "eslint": "^8.49.0",
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-        "eslint-plugin-jsx-a11y": "^6.7.1",
-        "eslint-plugin-n": "^16.1.0",
-        "eslint-plugin-react": "^7.33.2",
-        "eslint-plugin-react-hooks": "^4.6.0",
-        "eslint-plugin-unicorn": "^48.0.1",
-        "typescript": "*"
+      "engines": {
+        "node": ">=16"
       }
     },
-    "packages/indexer": {
-      "version": "1.0.0",
+    "packages/search/node_modules/tcompare/node_modules/diff": {
+      "version": "5.1.0",
+      "resolved": "https://registry.npmjs.org/diff/-/diff-5.1.0.tgz",
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+      "dev": true,
+      "engines": {
+        "node": ">=0.3.1"
+      }
+    },
+    "packages/search/node_modules/ts-node": {
+      "version": "10.9.1",
+      "resolved": "https://registry.npmjs.org/ts-node/-/ts-node-10.9.1.tgz",
+      "integrity": "sha512-NtVysVPkxxrwFGUUxGYhfux8k78pQB3JqYBXlLRZgdGUqTO5wU/UyHop5p70iEbGhB7q5KmiZiU0Y3KlJrScEw==",
+      "dev": true,
       "dependencies": {
-        "@azure/identity": "^3.3.0",
-        "@azure/monitor-opentelemetry": "^1.0.0-beta.2",
-        "@azure/search-documents": "^12.0.0-beta.3",
-        "@azure/storage-blob": "^12.15.0",
-        "@dqbd/tiktoken": "^1.0.7",
-        "@fastify/autoload": "^5.0.0",
-        "@fastify/cors": "^8.3.0",
-        "@fastify/multipart": "^7.7.3",
-        "@fastify/sensible": "^5.0.0",
-        "@fastify/type-provider-json-schema-to-ts": "^2.2.2",
-        "commander": "^11.0.0",
-        "dotenv": "^16.3.1",
-        "fastify": "^4.22.2",
-        "fastify-cli": "^5.7.0",
-        "fastify-plugin": "^4.0.0",
-        "mime": "^3.0.0",
-        "openai": "^4.4.0"
+        "@cspotcode/source-map-support": "^0.8.0",
+        "@tsconfig/node10": "^1.0.7",
+        "@tsconfig/node12": "^1.0.7",
+        "@tsconfig/node14": "^1.0.0",
+        "@tsconfig/node16": "^1.0.2",
+        "acorn": "^8.4.1",
+        "acorn-walk": "^8.1.1",
+        "arg": "^4.1.0",
+        "create-require": "^1.1.0",
+        "diff": "^4.0.1",
+        "make-error": "^1.1.1",
+        "v8-compile-cache-lib": "^3.0.1",
+        "yn": "3.1.1"
       },
       "bin": {
-        "index-files": "bin/index-files.js"
+        "ts-node": "dist/bin.js",
+        "ts-node-cwd": "dist/bin-cwd.js",
+        "ts-node-esm": "dist/bin-esm.js",
+        "ts-node-script": "dist/bin-script.js",
+        "ts-node-transpile-only": "dist/bin-transpile.js",
+        "ts-script": "dist/bin-script-deprecated.js"
       },
-      "devDependencies": {
-        "@types/mime": "^3.0.1",
-        "@types/node": "^18.0.0",
-        "@types/tap": "^15.0.5",
-        "concurrently": "^8.2.0",
-        "fastify-tsconfig": "^2.0.0",
-        "pino-pretty": "^10.2.0",
-        "tap": "^16.3.8",
-        "ts-node": "^10.4.0",
-        "typescript": "^5.1.6"
-      }
-    },
-    "packages/search": {
-      "version": "1.0.0",
-      "dependencies": {
-        "@azure/identity": "^3.3.0",
-        "@azure/monitor-opentelemetry": "^1.0.0-beta.2",
-        "@azure/search-documents": "^12.0.0-beta.3",
-        "@azure/storage-blob": "^12.15.0",
-        "@dqbd/tiktoken": "^1.0.7",
-        "@fastify/autoload": "^5.0.0",
-        "@fastify/cors": "^8.3.0",
-        "@fastify/sensible": "^5.0.0",
-        "@fastify/swagger": "^8.10.0",
-        "@fastify/swagger-ui": "^1.9.3",
-        "@fastify/type-provider-json-schema-to-ts": "^2.2.2",
-        "dotenv": "^16.3.1",
-        "fastify": "^4.0.0",
-        "fastify-cli": "^5.7.0",
-        "fastify-plugin": "^4.0.0",
-        "fastify-sse-v2": "^3.1.2",
-        "langchain": "^0.0.152",
-        "openai": "^4.4.0"
+      "peerDependencies": {
+        "@swc/core": ">=1.2.50",
+        "@swc/wasm": ">=1.2.50",
+        "@types/node": "*",
+        "typescript": ">=2.7"
       },
-      "devDependencies": {
-        "@types/node": "^18.0.0",
-        "@types/tap": "^15.0.5",
-        "concurrently": "^8.2.0",
-        "fastify-tsconfig": "^2.0.0",
-        "pino-pretty": "^10.2.0",
-        "tap": "^16.3.8",
-        "ts-node": "^10.4.0",
-        "typescript": "^5.1.6"
+      "peerDependenciesMeta": {
+        "@swc/core": {
+          "optional": true
+        },
+        "@swc/wasm": {
+          "optional": true
+        }
       }
     },
     "packages/webapp": {
diff --git a/package.json b/package.json
index 077862eb..84ce6c4e 100644
--- a/package.json
+++ b/package.json
@@ -28,6 +28,7 @@
     "packages/*"
   ],
   "devDependencies": {
+    "@tapjs/nock": "^3.1.9",
     "concurrently": "^8.2.1",
     "eslint-config-shared": "^1.0.0",
     "lint-staged": "^14.0.1",
diff --git a/packages/eslint-config/index.js b/packages/eslint-config/index.js
index 3d0c873c..66ede11c 100644
--- a/packages/eslint-config/index.js
+++ b/packages/eslint-config/index.js
@@ -23,7 +23,7 @@ module.exports = {
   ],
   parser: '@typescript-eslint/parser',
   plugins: ['@typescript-eslint'],
-  ignorePatterns: ['dist'],
+  ignorePatterns: ['dist', 'test-dist', 'coverage'],
   settings: {
     'import/resolver': {
       node: {
diff --git a/packages/indexer/.gitignore b/packages/indexer/.gitignore
deleted file mode 100644
index 7bf6cda2..00000000
--- a/packages/indexer/.gitignore
+++ /dev/null
@@ -1,66 +0,0 @@
-# Logs
-logs
-*.log
-npm-debug.log*
-
-# Runtime data
-pids
-*.pid
-*.seed
-
-# Directory for instrumented libs generated by jscoverage/JSCover
-lib-cov
-
-# Coverage directory used by tools like istanbul
-coverage
-
-# nyc test coverage
-.nyc_output
-
-# Grunt intermediate storage (http://gruntjs.com/creating-plugins#storing-task-files)
-.grunt
-
-# node-waf configuration
-.lock-wscript
-
-# Compiled binary addons (http://nodejs.org/api/addons.html)
-build/Release
-
-# Dependency directories
-node_modules
-jspm_packages
-
-# Optional npm cache directory
-.npm
-
-# Optional REPL history
-.node_repl_history
-
-# 0x
-profile-*
-
-# mac files
-.DS_Store
-
-# vim swap files
-*.swp
-
-# webstorm
-.idea
-
-# vscode
-.vscode
-*code-workspace
-
-# clinic
-profile*
-*clinic*
-*flamegraph*
-
-# generated code
-examples/typescript-server.js
-test/types/index.js
-
-# compiled app
-dist
-test-dist
diff --git a/packages/indexer/.taprc b/packages/indexer/.taprc
deleted file mode 100644
index d6fd5343..00000000
--- a/packages/indexer/.taprc
+++ /dev/null
@@ -1,4 +0,0 @@
-test-env: [
-  TS_NODE_FILES=true,
-  TS_NODE_PROJECT=./test/tsconfig.json
-]
diff --git a/packages/indexer/package.json b/packages/indexer/package.json
index e0908f4f..481519d6 100644
--- a/packages/indexer/package.json
+++ b/packages/indexer/package.json
@@ -13,14 +13,15 @@
   },
   "scripts": {
     "start": "fastify start -l info dist/app.js -p 3001",
-    "test:unit": "npm run build && tsc -p test/tsconfig.json && tap --ts \"test-dist/test/**/*.test.js\"",
+    "test": "tsc -p test/tsconfig.json && tap --allow-incomplete-coverage \"test-dist/**/*.test.js\"",
+    "test:snapshot": "npm run -s test -- --snapshot",
     "build": "tsc",
     "watch": "tsc -w",
     "dev": "npm run build && concurrently -k -p \"[{name}]\" -n \"TypeScript,App\" -c \"yellow.bold,cyan.bold\" \"npm:watch\" \"npm:dev:start\"",
-    "dev:start": "fastify start --ignore-watch=.ts$ -w -l debug -P dist/app.js -p 3001 | pino-pretty",
+    "dev:start": "fastify start --pretty-logs --ignore-watch=.ts$ -w -l debug -p 3001 dist/app.js",
     "docker:build": "docker build --tag indexer --file ./Dockerfile ../..",
     "docker:run": "docker run --rm --publish 3001:3001 --env-file ../../.env indexer",
-    "clean": "rm -rf dist *.tgz"
+    "clean": "rimraf dist *.tgz"
   },
   "dependencies": {
     "@azure/identity": "^3.3.0",
@@ -42,14 +43,20 @@
     "openai": "^4.4.0"
   },
   "devDependencies": {
+    "@tapjs/nock": "^3.1.11",
     "@types/mime": "^3.0.1",
     "@types/node": "^18.0.0",
     "@types/tap": "^15.0.5",
     "concurrently": "^8.2.0",
     "fastify-tsconfig": "^2.0.0",
-    "pino-pretty": "^10.2.0",
-    "tap": "^16.3.8",
-    "ts-node": "^10.4.0",
+    "rimraf": "^5.0.1",
+    "tap": "^18.5.0",
+    "ts-node": "^10.9.1",
     "typescript": "^5.1.6"
+  },
+  "tap": {
+    "plugin": [
+      "@tapjs/nock"
+    ]
   }
 }
diff --git a/packages/indexer/test/helper.ts b/packages/indexer/test/helper.ts
index c856df3a..44998b21 100644
--- a/packages/indexer/test/helper.ts
+++ b/packages/indexer/test/helper.ts
@@ -1,6 +1,7 @@
 // This file contains code that we reuse between our tests.
 import * as helper from 'fastify-cli/helper.js';
 import * as path from 'node:path';
+import fs from 'node:fs/promises';
 import type * as tap from 'tap';
 import process from 'node:process';
 import { fileURLToPath } from 'node:url';
@@ -14,9 +15,18 @@ const AppPath = path.join(__dirname, '..', 'src', 'app.js');
 // Fill in this config with all the configurations
 // needed for testing the application
 async function config() {
-  process.env.LISTINGS_API_URL = 'https://example.com';
-  process.env.OPENAI_API_URL = 'https://api.com';
-  process.env.OPENAI_API_KEY = '123';
+  // Copy package.json to the test directory
+  await fs.copyFile(path.join(__dirname, '../../package.json'), path.join(__dirname, '../../test-dist/package.json'));
+
+  process.env.AZURE_OPENAI_CHATGPT_DEPLOYMENT = 'chat';
+  process.env.AZURE_OPENAI_CHATGPT_MODEL = 'gpt-3.5-turbo';
+  process.env.AZURE_OPENAI_EMBEDDING_DEPLOYMENT = 'embeddings';
+  process.env.AZURE_OPENAI_EMBEDDING_MODEL = '';
+  process.env.AZURE_OPENAI_SERVICE = 'https://example.com';
+  process.env.AZURE_SEARCH_INDEX = 'testindex';
+  process.env.AZURE_SEARCH_SERVICE = 'https://example.com';
+  process.env.AZURE_STORAGE_ACCOUNT = 'dummystorage';
+  process.env.AZURE_STORAGE_CONTAINER = 'testfiles';
   return {};
 }
 
diff --git a/packages/indexer/test/routes/root.test.ts b/packages/indexer/test/routes/root.test.ts
index fd924eae..624268c8 100644
--- a/packages/indexer/test/routes/root.test.ts
+++ b/packages/indexer/test/routes/root.test.ts
@@ -1,11 +1,13 @@
-import { test } from 'tap';
+import t from 'tap';
 import { build } from '../helper.js';
 
-test('default root route', async (t) => {
+t.test('default root route', async (t) => {
   const app = await build(t);
 
   const response = await app.inject({
     url: '/',
   });
-  t.same(JSON.parse(response.payload), { root: true });
+
+  const result = JSON.parse(response.payload);
+  t.hasProps(result, ['service', 'description', 'version']);
 });
diff --git a/packages/search/.gitignore b/packages/search/.gitignore
deleted file mode 100644
index 7bf6cda2..00000000
--- a/packages/search/.gitignore
+++ /dev/null
@@ -1,66 +0,0 @@
-# Logs
-logs
-*.log
-npm-debug.log*
-
-# Runtime data
-pids
-*.pid
-*.seed
-
-# Directory for instrumented libs generated by jscoverage/JSCover
-lib-cov
-
-# Coverage directory used by tools like istanbul
-coverage
-
-# nyc test coverage
-.nyc_output
-
-# Grunt intermediate storage (http://gruntjs.com/creating-plugins#storing-task-files)
-.grunt
-
-# node-waf configuration
-.lock-wscript
-
-# Compiled binary addons (http://nodejs.org/api/addons.html)
-build/Release
-
-# Dependency directories
-node_modules
-jspm_packages
-
-# Optional npm cache directory
-.npm
-
-# Optional REPL history
-.node_repl_history
-
-# 0x
-profile-*
-
-# mac files
-.DS_Store
-
-# vim swap files
-*.swp
-
-# webstorm
-.idea
-
-# vscode
-.vscode
-*code-workspace
-
-# clinic
-profile*
-*clinic*
-*flamegraph*
-
-# generated code
-examples/typescript-server.js
-test/types/index.js
-
-# compiled app
-dist
-test-dist
diff --git a/packages/search/.taprc b/packages/search/.taprc
deleted file mode 100644
index d6fd5343..00000000
--- a/packages/search/.taprc
+++ /dev/null
@@ -1,4 +0,0 @@
-test-env: [
-  TS_NODE_FILES=true,
-  TS_NODE_PROJECT=./test/tsconfig.json
-]
diff --git a/packages/search/package.json b/packages/search/package.json
index ce10b875..e7e6068e 100644
--- a/packages/search/package.json
+++ b/packages/search/package.json
@@ -10,14 +10,15 @@
   },
   "scripts": {
     "start": "fastify start -l info dist/app.js",
-    "test:unit": "npm run build && tsc -p test/tsconfig.json && tap --ts \"test-dist/test/**/*.test.js\"",
+    "test": "tsc -p test/tsconfig.json && tap --allow-incomplete-coverage \"test-dist/**/*.test.js\"",
+    "test:snapshot": "npm run -s test -- --snapshot",
     "build": "tsc",
     "watch": "tsc -w",
     "dev": "npm run build && concurrently -k -p \"[{name}]\" -n \"TypeScript,App\" -c \"yellow.bold,cyan.bold\" \"npm:watch\" \"npm:dev:start\"",
-    "dev:start": "fastify start --ignore-watch=.ts$ -w -l debug -P dist/app.js | pino-pretty",
+    "dev:start": "fastify start --pretty-logs --ignore-watch=.ts$ -w -l debug dist/app.js",
     "docker:build": "docker build --tag api --file ./Dockerfile ../..",
     "docker:run": "docker run --rm --publish 3000:3000 --env-file ../../.env api",
-    "clean": "rm -rf dist *.tgz"
+    "clean": "rimraf dist *.tgz"
   },
   "dependencies": {
     "@azure/identity": "^3.3.0",
@@ -40,13 +41,19 @@
     "openai": "^4.4.0"
   },
   "devDependencies": {
+    "@tapjs/nock": "^3.1.11",
     "@types/node": "^18.0.0",
     "@types/tap": "^15.0.5",
     "concurrently": "^8.2.0",
     "fastify-tsconfig": "^2.0.0",
-    "pino-pretty": "^10.2.0",
-    "tap": "^16.3.8",
-    "ts-node": "^10.4.0",
+    "rimraf": "^5.0.1",
+    "tap": "^18.5.0",
+    "ts-node": "^10.9.1",
     "typescript": "^5.1.6"
+  },
+  "tap": {
+    "plugin": [
+      "@tapjs/nock"
+    ]
   }
 }
diff --git a/packages/search/src/lib/approaches/approach-base.ts b/packages/search/src/lib/approaches/approach-base.ts
index faec3bbb..ccab2aa8 100644
--- a/packages/search/src/lib/approaches/approach-base.ts
+++ b/packages/search/src/lib/approaches/approach-base.ts
@@ -112,7 +112,7 @@ export class ApproachBase {
       return answers[0].text;
     }
     if (searchResults.count ?? 0 > 0) {
-      const results = [];
+      const results: string[] = [];
       for await (const result of searchResults.results) {
         // TODO: ensure typings
         const document = result.document as any;
diff --git a/packages/search/src/lib/util/string.ts b/packages/search/src/lib/util/string.ts
index eca946a0..cdd7b36f 100644
--- a/packages/search/src/lib/util/string.ts
+++ b/packages/search/src/lib/util/string.ts
@@ -7,7 +7,7 @@
  * // output: 'Hello world !'
  */
 export function removeNewlines(s: string = ''): string {
-  return s.replaceAll('\n', ' ').replaceAll('\r', ' ');
+  return s.replaceAll(/[\n\r]+/g, ' ');
 }
 
 /**
diff --git a/packages/search/src/routes/root.ts b/packages/search/src/routes/root.ts
index 501d3ba7..6b8b543c 100644
--- a/packages/search/src/routes/root.ts
+++ b/packages/search/src/routes/root.ts
@@ -7,6 +7,7 @@ import { type JsonSchemaToTsProvider } from '@fastify/type-provider-json-schema-
 import { type SchemaTypes } from '../plugins/schemas.js';
 
 const __dirname = path.dirname(fileURLToPath(import.meta.url));
+
 const root: FastifyPluginAsync = async (_fastify, _options): Promise<void> => {
   const fastify = _fastify.withTypeProvider<JsonSchemaToTsProvider<{ references: SchemaTypes }>>();
 
diff --git a/packages/search/test.http b/packages/search/test.http
index c0b74de7..2f8d0763 100644
--- a/packages/search/test.http
+++ b/packages/search/test.http
@@ -15,7 +15,7 @@ POST {{api_host}}/chat
 Content-Type: application/json
 
 {
-  "history": [{ "user": "What happens is a rental doesn't fit the description?" }],
+  "history": [{ "user": "What happens if a rental doesn't fit the description?" }],
   "approach":"rrr",
   "overrides": {
     "retrieval_mode": "hybrid",
@@ -33,7 +33,7 @@ POST {{api_host}}/chat
 Content-Type: application/json
 
 {
-  "history": [{ "user": "What happens is a rental doesn't fit the description?" }],
+  "history": [{ "user": "What happens if a rental doesn't fit the description?" }],
   "stream": true,
   "approach":"rrr",
   "overrides": {
diff --git a/packages/search/test/helper.ts b/packages/search/test/helper.ts
index c856df3a..03532fbe 100644
--- a/packages/search/test/helper.ts
+++ b/packages/search/test/helper.ts
@@ -1,6 +1,7 @@
 // This file contains code that we reuse between our tests.
 import * as helper from 'fastify-cli/helper.js';
 import * as path from 'node:path';
+import fs from 'node:fs/promises';
 import type * as tap from 'tap';
 import process from 'node:process';
 import { fileURLToPath } from 'node:url';
@@ -9,21 +10,43 @@ const __filename = fileURLToPath(import.meta.url);
 const __dirname = path.dirname(__filename);
 export type Test = (typeof tap)['Test']['prototype'];
 
-const AppPath = path.join(__dirname, '..', 'src', 'app.js');
+const APP_PATH = path.join(__dirname, '../src/app.js');
+const ENV_PATH = path.join(__dirname, '../../../../.env');
 
 // Fill in this config with all the configurations
 // needed for testing the application
 async function config() {
-  process.env.LISTINGS_API_URL = 'https://example.com';
-  process.env.OPENAI_API_URL = 'https://api.com';
-  process.env.OPENAI_API_KEY = '123';
+  // Copy package.json to the test directory
+  await fs.copyFile(path.join(__dirname, '../../package.json'), path.join(__dirname, '../../test-dist/package.json'));
+
+  if (process.env.TAP_SNAPSHOT) {
+    try {
+      // Check if .env file exists
+      await fs.access(ENV_PATH);
+    } catch {
+      throw new Error(`.env file not found at ${ENV_PATH}: required to update snapshots`);
+    }
+  } else {
+    // Use fixed values when .env file is not present
+    // Note: if you update snapshots, you must also update the values here to match your .env file
+    process.env.AZURE_OPENAI_CHATGPT_DEPLOYMENT = 'chat';
+    process.env.AZURE_OPENAI_CHATGPT_MODEL = 'gpt-3.5-turbo';
+    process.env.AZURE_OPENAI_EMBEDDING_DEPLOYMENT = 'embedding';
+    process.env.AZURE_OPENAI_EMBEDDING_MODEL = '';
+    process.env.AZURE_OPENAI_SERVICE = 'cog-x2y5k2ccncqou';
+    process.env.AZURE_SEARCH_INDEX = 'gptkbindex';
+    process.env.AZURE_SEARCH_SERVICE = 'gptkb-x2y5k2ccncqou';
+    process.env.AZURE_STORAGE_ACCOUNT = 'stx2y5k2ccncqou';
+    process.env.AZURE_STORAGE_CONTAINER = 'content';
+  }
+
   return {};
 }
 
 // Automatically build and tear down our instance
 async function build(t: Test) {
   // you can set all the options supported by the fastify CLI command
-  const argv = [AppPath];
+  const argv = [APP_PATH];
 
   // fastify-plugin ensures that all decorators
   // are exposed for testing purposes, this is
diff --git a/packages/search/test/lib/langchain/csv-lookup-tool.test.ts b/packages/search/test/lib/langchain/csv-lookup-tool.test.ts
new file mode 100644
index 00000000..8e27ea22
--- /dev/null
+++ b/packages/search/test/lib/langchain/csv-lookup-tool.test.ts
@@ -0,0 +1,36 @@
+import t from 'tap';
+
+t.test('CsvLookupTool', async (t) => {
+  const filename = 'test.csv';
+  const keyField = 'id';
+  const csv = `id,name,age
+1,John Doe,30
+2,Jane Doe,25
+3,Bob Smith,40`;
+
+  // Mock readFile function
+  const readFile = async (_filename: string) => csv;
+  const { CsvLookupTool } = await t.mockImport('../../../src/lib/langchain/csv-lookup-tool.js', {
+    'node:fs/promises': { readFile },
+  });
+
+  const tool = new CsvLookupTool(filename, keyField);
+
+  t.test('_call()', async (t) => {
+    t.test('should return the correct data', async (t) => {
+      const input = '1';
+      const expected = 'id:1\nname:John Doe\nage:30';
+      const actual = await tool._call(input);
+      t.equal(actual, expected);
+    });
+
+    t.test('should return an empty string if no data is found', async (t) => {
+      const input = '4';
+      const expected = '';
+      const actual = await tool._call(input);
+      t.equal(actual, expected);
+    });
+
+    t.end();
+  });
+});
diff --git a/packages/search/test/lib/message-builder.test.ts b/packages/search/test/lib/message-builder.test.ts
new file mode 100644
index 00000000..1ff30d19
--- /dev/null
+++ b/packages/search/test/lib/message-builder.test.ts
@@ -0,0 +1,31 @@
+import t from 'tap';
+import { MessageBuilder } from '../../src/lib/message-builder.js';
+
+t.test('MessageBuilder', (t) => {
+  const systemContent = 'Welcome to the chat!';
+  const chatgptModel = 'gpt-3.5-turbo';
+  const messageBuilder = new MessageBuilder(systemContent, chatgptModel);
+
+  t.test('constructor', (t) => {
+    t.equal(messageBuilder.messages.length, 1, 'should have one message');
+    t.equal(messageBuilder.messages[0].role, 'system', 'should have a system message');
+    t.equal(messageBuilder.messages[0].content, systemContent, 'should have the correct system message content');
+    t.equal(messageBuilder.model, chatgptModel, 'should have the correct ChatGPT model');
+    t.equal(messageBuilder.tokens, 8, 'should have correct number of tokens');
+    t.end();
+  });
+
+  t.test('appendMessage', (t) => {
+    const role = 'user';
+    const content = 'Hello, how are you?';
+    messageBuilder.appendMessage(role, content);
+
+    t.equal(messageBuilder.messages.length, 2, 'should have two messages');
+    t.equal(messageBuilder.messages[1].role, role, 'should have the correct message role');
+    t.equal(messageBuilder.messages[1].content, content, 'should have the correct message content');
+    t.equal(messageBuilder.tokens, 17, 'should have correct number of tokens');
+    t.end();
+  });
+
+  t.end();
+});
diff --git a/packages/search/test/lib/util/string.test.ts b/packages/search/test/lib/util/string.test.ts
new file mode 100644
index 00000000..0462d9a9
--- /dev/null
+++ b/packages/search/test/lib/util/string.test.ts
@@ -0,0 +1,20 @@
+import t from 'tap';
+import { removeNewlines, parseBoolean } from '../../../src/lib/util/string.js';
+
+t.test('removeNewlines', (t) => {
+  t.equal(removeNewlines('Hello\nworld'), 'Hello world');
+  t.equal(removeNewlines('Hello\r\nworld'), 'Hello world');
+  t.equal(removeNewlines(''), '');
+  t.equal(removeNewlines(), '');
+  t.end();
+});
+
+t.test('parseBoolean', (t) => {
+  t.equal(parseBoolean('true'), true);
+  t.equal(parseBoolean('false'), false);
+  // eslint-disable-next-line unicorn/no-useless-undefined
+  t.equal(parseBoolean(undefined), false);
+  t.equal(parseBoolean(true), true);
+  t.equal(parseBoolean(false), false);
+  t.end();
+});
diff --git a/packages/search/test/routes/root.test.ts b/packages/search/test/routes/root.test.ts
index fd924eae..756181fb 100644
--- a/packages/search/test/routes/root.test.ts
+++ b/packages/search/test/routes/root.test.ts
@@ -1,11 +1,36 @@
-import { test } from 'tap';
+import t from 'tap';
 import { build } from '../helper.js';
 
-test('default root route', async (t) => {
+t.test('default root route', async (t) => {
   const app = await build(t);
-
   const response = await app.inject({
     url: '/',
   });
-  t.same(JSON.parse(response.payload), { root: true });
+
+  const result = JSON.parse(response.payload);
+  t.hasProps(result, ['service', 'description', 'version']);
 });
+
+// t.test('/chat without streaming', async (t) => {
+//   t.nock.snapshot();
+
+//   const app = await build(t);
+//   const response = await app.inject({
+//     url: '/chat',
+//     method: 'POST',
+//     payload: {
+//       history: [{ user: "What happens if a rental doesn't fit the description?" }],
+//       approach: 'rrr',
+//       overrides: {
+//         retrieval_mode: 'hybrid',
+//         semantic_ranker: true,
+//         semantic_captions: false,
+//         top: 3,
+//         suggest_followup_questions: false,
+//       },
+//     },
+//   });
+
+//   const result = JSON.parse(response.payload);
+//   t.matchSnapshot(result);
+// });