DataMind delivers precision answers from your document corpus through hybrid BM25 + semantic retrieval and Cohere cross-encoder reranking — with streaming synthesis powered by Llama 3.3 70B on Groq.
Weighted ensemble of BM25 keyword search (0.4) and semantic vector retrieval (0.6) via ChromaDB Cloud. Never misses an exact match or a conceptual near-miss.
After retrieval, Cohere's cross-encoder reranks top candidates. The model sees the full query-document pair — precision that similarity search alone cannot achieve.
Groq-powered Llama 3.3 70B delivers answers token-by-token via Server-Sent Events. No waiting — results stream as the model thinks.
Ingest PDFs, CSVs, and plain text. Auto-chunked at 1,000 tokens with 200-token overlap using Google Gemini embeddings. Every chunk is attributed so answers come with sources.
Drop in your documents — PDFs, CSVs, or text. The pipeline chunks, embeds, and indexes them automatically into ChromaDB Cloud.
Ask in natural language. Hybrid retrieval runs BM25 and vector search in parallel, then Cohere ranks the top passages for relevance.
The LLM synthesizes a precise, cited answer in real time. Every claim is traceable to a specific document chunk with rerank scores.
DataMind is an enterprise Retrieval-Augmented Generation (RAG) system. Upload your documents, then ask questions in natural language — DataMind retrieves the most relevant passages and synthesizes precise, cited answers using Llama 3.3 70B on Groq.
PDF, CSV, and plain text files. The ingestion pipeline extracts text, chunks it at 1,000 tokens with 200-token overlap, embeds via Google Gemini, and indexes into ChromaDB Cloud — all automatically.
DataMind runs two retrieval strategies in parallel: BM25 keyword search (weight 0.4) and semantic vector search (weight 0.6). The results are merged and reranked by Cohere's cross-encoder model, which evaluates each query-document pair directly for maximum precision.
Authentication uses JWT tokens. Each user's documents are isolated — you can only query documents you've uploaded. All API calls require a valid Bearer token.
Create a free account, upload at least one document, then head to the Chat page. Type your question and hit send — the system retrieves, reranks, and streams an answer in seconds.
Upload your documents and start asking questions in minutes. No infrastructure to manage — just intelligence built into your data.