chat-with-your-docs

Chat with your Text Documents (upto 100MB in size)

Tech Stack Used:

• LlamaIndex for parsing documents
• ChromaDB for vector database storage, ranking and retrieval
• Choice of OpenAI/HuggingFace as the LLM (Large Language Model) for both embedding and inference. Obtain an API key from here for OpenAI or here for HuggingFace
  • Embedding models are sentence-transformers/all-MiniLM-L6-v2 for HF and text-embedding-3-small for OpenAI
  • Inference models are meta-llama/Meta-Llama-3.1-8B-Instruct for HF and gpt-4o-mini for OpenAI

Try out the App here