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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A framework for agentic workflow creation and deployment
| Date | Stars |
|---|---|
| 2026-07-31 | 258 |
| 2026-08-06 | 258 |
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# Alice: Advanced Language Intelligence and Cognitive Engine *Version 0.3.11 (alpha)*  [Live preview - ProjectAlice @ my personal domain](https://marianomolina.me) Alice is an agentic workflow framework that integrates task execution and intelligent chat capabilities. It provides a flexible environment for creating, managing, and deploying AI agents for various purposes, leveraging a microservices architecture with MongoDB for data persistence. > What's new? v0.3 brings: > - RAG: Support for RAG with the new Retrieval Task, which takes a prompt and a Data Cluster, and returns chunks with highest similarity. It can also be used to ensure a Data Cluster is fully embedded. > - HITL: Human-in-the-loop mechanics to tasks -> Add a User Checkpoint to a task or a chat, and force a user interaction 'pause' whenever the chosen node is reached > - COT: A basic Chain-of-thought implementation: [analysis] tags are parsed on the frontend, and added to the agent's system prompts allowing them think through requests more effectively > - DOCUMENTS: Alice Documents, represented by the [aliceDocument] tag, are parsed on the frontend and added to the agent's system prompts allowing them to structure their responses better > - NODE FLOW: Fully implemented node execution logic to tasks, making workflows simply a case where the nodes are other tasks. This allows for greater clarity on what each task is doing and why > - FLOW VIEWER: Updated the task UI to show more details on the task's inner node logic and flow > - PROMPT PARSER: Added the option to view templated prompts dynamically, to see how they look with certain inputs, and get a better sense of what your agents see > - APIS: New APIs for Wolfram Alpha, Google's Knowledge Graph, PixArt Image Generation (local), Bark TTS (local). Support for local embeddings > - DATA CLUSTERS: Now chats and tasks can hold updatable data clusters that hold embeddable references like messages, files, task responses, etc. You can add any reference in your environment to a data cluster to give your chats/tasks access to it. The new retrieval tasks leverage this. > - TEXT MGMT: Added 2 Text Splitter methods (recursive and semantic), which are used by the embedding and RAG logic (as well as other APIs with that need to chunk the input, except LLMs), and a Message Pruner class that scores and prunes messages, which is used by the LLM API engines to avoid contex size issues > - REDIS QUEUE: Implemented a queue system for the Workflow module to handle incoming requests -> now it can handle concurrent tasks being executed > - **NOTE**: If you update to this version, you'll need to reinitialize your database (User settings -> Danger Zone). This update required a lot of changes to the framework, and making it backwards compatible is inefficient at this stage. Keep in mind Project Alice is still in Alpha, and changes should be expected > v0.3.5: > - BACKEND: > - Refactored the LM STUDIO manager, but now requires you use a specific build (0.3.5 9-H is functional), since with the speed of development, the LMS SDK is evolving quickly. > - Added a 'populated' endpoint to all routes in order to avoid unnecessary bloating -> Now the frontend only retrieves non-populated items when loading collection lists > - FRONTEND: > - Optimized item population to reduce memory hog. Now viewing items will require loading them, but having a big database won't break your computer. > - Added a Context % estimation to the chat interface. > - Added an API validation for chats and task to check that they have all the necessary APIs available. > - Added a status section for LM Studio to the User Settings, as well as one for the Workflow module. > - Added a menu to all item cards and forms with functions like (1) download, (2) copy, (3) duplicate, (4) delete (forms) and (5) edit (cards). > - WORKFLOW: > - Updated the communication to the Backend, both to get the new populat
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6cc16de35a6b3464, llm:topics: agentic-framework, agentic-workflow, llm; description: A framework for agentic workflow creation and deployment
matched fp:6cc16de35a6b3464, llm:topics: agentic-framework, agentic-workflow, llm; description: A framework for agentic workflow creation and deployment