Doc changes for 0.0.4 release

CONTRIBUTING.md

@@ -6,11 +6,13 @@ Fork the repository.
 Create a new branch for your feature.
 Add your feature or improvement.
 Send a pull request.
+
 We appreciate your input!
 
 ## Installing Dependencies
 
 ```cmd
 poetry lock
 poetry install
+pre-commit install
 ```

README.md

@@ -157,7 +157,7 @@ for response in flo.stream("Write about recent AI developments"):
 ```
 
 **Note:** You can make each of the above agents including the router to different models, giving flexibility to combine the power of different LLMs.
-To know more, check multi-model integration in detailed [documentation](https://flo-ai.rootflo.ai)
+To know more, check multi-model integration in detailed [documentation](https://flo-ai.rootflo.ai/advanced/model-switching)
 
 ### Lets Create a AI team using code
 

ROADMAP.md

@@ -8,13 +8,7 @@ Core features improve the library itself to cater wider range of functionalities
 
 | Name | Description | Status | Release version |
 |------|-------------|--------|-----------------|
-| Full composability | Right now teams can only be combined with teams and agents with agents. We want to extend this to team + agent composibility | ✅ | 0.0.4 | 
-| Error handling | Ability to handle errors autonomously | ✅  | 0.0.4|
-|LLM Extensibilty| Ability to different LLMs across different agents and teams| ✅  | 0.0.4|
-|Async Tools| Ability create tools easily within asyncio | ✅  | 0.0.4|
-|Observer| Observer framework for raising agent decision events and other important events | ✅  | 0.0.4|
 |Output formatter| Ability to templatize output format using pydantic| Yet to start| 0.0.4|
-|Auto-Query RAG| Ability to make metadata query within the agentic, which can automatically add metadata while rag query runs, like timestamp or other data|Yet to start|TBD|
 |Parellel Router| A router to execute tasks or agents in parallel if the tasks are independent | Yet to start | TBD
 
 ## Observability
@@ -24,7 +18,6 @@ These features improve logging and debugging abilities while building.
 | Name | Description | Status | Release version |
 |------|-------------|--------|-----------------|
 |Recursion control| Expose parameters like recursion control to limit recursions and policy in case of recursion etc | Yet to start | 0.0.5
-|Set up tests| Create a framework for unit-testing flo-ai and its internal functionalities| ✅  | 0.0.4
 
 ## Community
 
@@ -47,6 +40,12 @@ The community is welcome to suggest changes to the roadmap, through a pull reque
 |Reflection| Reflection lets you build a component that can make the AI retrospectively look at the current output and retry or work again on the task at hand|  ✅ | 0.0.3|
 |Delegator| Delegator lets you build a component that can help delegate a flo to a particular agent, by some condition|  ✅ | 0.0.3|
 |Logging Framework|Better logging framework which can be extended to parent application (with log level control)|  ✅|0.0.3|
+| Full composability | Right now teams can only be combined with teams and agents with agents. We want to extend this to team + agent composibility | ✅ | 0.0.4 | 
+| Error handling | Ability to handle errors autonomously | ✅  | 0.0.4|
+|LLM Extensibilty| Ability to different LLMs across different agents and teams| ✅  | 0.0.4|
+|Async Tools| Ability create tools easily within asyncio | ✅  | 0.0.4|
+|Observer| Observer framework for raising agent decision events and other important events | ✅  | 0.0.4|
+|Set up tests| Create a framework for unit-testing flo-ai and its internal functionalities| ✅  | 0.0.4