🎉🤖   Beta 0.7.0   🤖🎉
_{⚡️ AI agents supercharged with your data ⚡️}

We are excited to introduce Vector databases with the 0.7.0 release of AgentGPT! Big thanks to @langchainai to help enable this!. Currently we are using @weaviate by default but exploring many other #opensource providers such as @chroma-core and @supabase. It's still in its early stages but we're currently using Vector search to filter out repetitive tasks!

Beyond that, this week has been mostly exploratory. We have a lot planned out now and its all public on our new roadmap page! 🚀

✨ Highlights

• Introduced vector databases to help filter out repetitive tasks 🚀
• Improvements to UI. We are working on revamping the entire project to provide users with a more powerful interface to interact with Agents. This revamp has been heavily inspired by @tailwindcss's beautiful @tailwindui component library. 🎨
• Many bug fixes and stability improvements 🐛

📆 What's next?

Over the next week we hope to finish up revamping our user experience. We also hope make some improvements to how AgentGPT makes use of vector databases, doing so will help to improve and personalize agents.

👀 What's Changed

• 🤖 Update Sponsors by @reworkd-admin in https://github.com/reworkd/AgentGPT/pull/634
• 🚨 Error handling in streaming responses by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/642
• 🤷‍♂️ Agent Validation by @awtkns in https://github.com/reworkd/AgentGPT/pull/641
• 🔼 Bump Package Versions by @awtkns in https://github.com/reworkd/AgentGPT/pull/644
• 💬 Fix error message when unable to connect to the backend by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/648
• 🧠 Basics of memory with Weaviate by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/650
• 🤖 Update Sponsors by @reworkd-admin in https://github.com/reworkd/AgentGPT/pull/651
• 🤖 Update dependabot to use a monorepo by @awtkns in https://github.com/reworkd/AgentGPT/pull/655
• 🥳 Improve max loops configuration by @awtkns in https://github.com/reworkd/AgentGPT/pull/708
• 🔐 Force Auth by default by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/714
• 🧠 Small memory updates by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/718
• 🧠 Save starting tasks to memory by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/723
• 🐞 Update task parser to work for multi-line lists that start with sentences by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/725
• 🧠 Task memory by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/730
• 📈 The start of token tracking by @awtkns in https://github.com/reworkd/AgentGPT/pull/724
• Added windows statup script by @TylerRLowe in https://github.com/reworkd/AgentGPT/pull/734
• ✨ Add fallback memory by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/736
• 🎨 Drawer improvements by @awtkns in https://github.com/reworkd/AgentGPT/pull/735
• 🐛 Fix mypy by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/738
• 🐛 Fix key rotation by @awtkns in https://github.com/reworkd/AgentGPT/pull/739
• 🗄️ Fix Python sorting by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/740
• 🗑️ Remove unused init by @asim-shrestha in https://github.com/reworkd/AgentGPT/pull/742

New Contributors

• @TylerRLowe made their first contribution in https://github.com/reworkd/AgentGPT/pull/734

Full Changelog: https://github.com/reworkd/AgentGPT/compare/v.0.6.0-beta...v.0.7.0-beta