BionicGPT

Roadmap

• [x] Text Generation
  • [x] Connect to Open AI compatible API's i.e. LocalAI
  • [x] Select different prompts
  • [x] Syntax highlighting for code
• [ ] Image Generation
  • [ ] Connect to stable diffusion
• [x] Authentication
  • [x] Email/Password sign in and registration
  • [x] SSO
• [x] Teams
  • [x] Invite Team Members
  • [x] Manage the teams you belong to
  • [x] Create new teams
  • [x] Switch between teams
  • [x] RBAC
• [x] Document Management
  • [x] Document Upload
  • [x] Allow user to create datasets
  • [x] UI for datasets table
  • [x] Turn documents into 1K batches and generate embeddings
  • [x] OCR for document upload
• [x] Document Pipelines
  • [x] Allow user to upload docs via API to datasets
  • [x] Process documents and create chunks and embeddings
• [x] Retrieval Augmented Generation
  • [x] Parse text out of documents
  • [x] Generate Embeddings and store in pgVector
  • [x] Add Embeddings to the prompt using similarity search
• [x] Prompt Management
  • [x] Create and Edit prompts on a per team basis
  • [x] Associate prompts with datasets
• [x] Model Management
  • [x] Create/update default prompt fo a model
  • [x] Set model location URL.
  • [x] Switchable LLM backends.
  • [ ] Associate models with a command i.e. /image
• [ ] Guardrails
  • [ ] Figure out a strategy
• [x] API
  • [x] Create per team API keys
  • [x] Attach keys to a prompt
  • [ ] Revoke keys
• [ ] Fine Tuning
  • [ ] QLORA adapters
• [x] System Admin
  • [x] Usage Statistics
  • [x] Audit Trail
  • [ ] Set API limits
• [x] Deployment
  • [x] Docker compose so people can test quickly.
  • [x] Kubernetes deployment strategy.
  • [x] Kubernetes Operator
  • [ ] Hardware recommendations.

See the open issues for a full list of proposed features (and known issues).

Enterprise

For companies that need better security, user management and professional support

Talk to the founders

This covers:

• ✅ Help with integrations
• ✅ Feature Prioritization
• ✅ Custom Integrations
• ✅ LTS (Long Term Support) Versions
• ✅ Professional Support
• ✅ Custom SLAs
• ✅ Secure access with Single Sign-On
• ✅ Continuous Batching
• ✅ Data Pipelines

Support / talk with founders

• Schedule a Chat 👋
• Connect on Linked in 💭
• Our emails ✉️ [email protected] / [email protected]

Try it out

follow our guide to running Bionic-GPT on your local machine.

Kubernetes Ready

BionicGPT is optimized to run on Kubernetes and implements the full pipeline of LLM fine tuning from data acquisition to user interface.