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DevSecOpsKB-LlamaIndex-LangChain-OpenAI

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DevSecOps knowledge base chatbot built with LlamaIndex, LangChain, and OpenAI

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# DevSecOpsKB-LlamaIndex-LangChain-OpenAI
DevSecOps knowledge base chatbot built with LlamaIndex, LangChain, and OpenAI

## DevSecOpsKB
Refer to my blog [Building Your Own DevSecOps Knowledge Base with OpenAI, LangChain, and LlamaIndex](https://betterprogramming.pub/building-your-own-devsecops-knowledge-base-with-openai-langchain-and-llamaindex-b28cda15abb7?sk=325cfa8160e0187af8c6ff11fd8c1eaf) for detailed instructions on how to run this knowledge base chatbot.

## DevSecOpsKB-observability

Refer to my blog [A Glimpse into the Mechanics of LlamaIndex Apps Through the Lens of Observability](https://betterprogramming.pub/a-glimpse-into-the-mechanics-of-llamaindex-apps-through-the-lens-of-observability-9e7c49f4cb32?sk=6bb0a3a8dc496e1f58523991f063550e) for details on exploring observability in our knowledge base chatbot with Graphsignal.

## DevSecOpsKB-confluence-loader

Refer to my blog [Semantic Search in Confluence Wiki With LlamaIndex and Pinecone](https://betterprogramming.pub/semantic-search-in-confluence-wiki-with-llamaindex-and-pinecone-eb39c1d8c004?sk=596d82ad5b5b64b3be7e06a857872d8f) for details.

## DevSecOpsKB-document-management

Refer to my blog [Refreshing Private Data Sources with LlamaIndex Document Management](https://betterprogramming.pub/refreshing-private-data-sources-with-llamaindex-document-management-1d1f1529f5eb?sk=4d80ac08510b688443e7e7292b877797) for details.

## DevSecOpsKB-router-query-engine-document-management

Refer to my blog [Experimenting LlamaIndex RouterQueryEngine with Document Management](https://betterprogramming.pub/experimenting-llamaindex-routerqueryengine-with-document-management-19b17f2e3a32?sk=9d6d717b2efcda5e049a0c9ecfe597a3) for details.

## DevSecOpsKB-fastapi

This is a RAG microservice, bootstrapped with [LlamaIndex](https://www.llamaindex.ai/)'s [`create-llama`](https://github.com/run-llama/LlamaIndexTS/tree/main/packages/create-llama) command line. Frontend is in Next.js, backend FastAPI.

DevSecOpsKB-LlamaIndex-LangChain-OpenAI

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