RanchHand
byanteew
0Provides an OpenAI-compatible API interface for local large language models like Ollama and other compatible backends.
About
RanchHand serves as a lightweight server translating requests into an OpenAI-style API, enabling seamless interaction with local large language models such as Ollama. It allows applications and developers to leverage self-hosted or local LLMs through a familiar interface, simplifying integration without needing to adapt to different API specifications. Beyond proxying LLM requests, RanchHand also offers an optional HTTP ingest service to manage, embed, and query custom data for retrieval-augmented generation (RAG) capabilities, enhancing its utility for building intelligent applications.
Key Features
- Optional HTTP ingest service for data management (chunk, embed, upsert).
- kNN query functionality for contextual information retrieval.
- Answer generation with bracketed citations from ingested data.
- Environment variable-based configuration for OpenAI backend details.
- 0 GitHub stars
- OpenAI-compatible API for models, chat completions, and embeddings.
Use Cases
- Creating custom AI tools that require a unified OpenAI-compatible interface for various LLM backends.
- Connecting local LLMs (e.g., Ollama) to applications designed for OpenAI API.
- Developing Retrieval-Augmented Generation (RAG) applications using local data sources.
Sponsored