diff --git a/README.md b/README.md
index de9896e..d727541 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
see [overview slide deck](https://raw.githack.com/fujitatomoya/ros2ai/rolling/doc/overview.html) for more information.
-TODO(@fujitatomoya): insert overview diagram here.
+![ros2ai Architecture Overview](./doc/images/ros2ai_overview.png)
## Motivation
@@ -201,5 +201,7 @@ User need to choose either of them is used by `ros2ai` as following configuratio
- [OpenAI API documentation](https://platform.openai.com/docs)
- [OpenAI Python API](https://github.com/openai/openai-python)
+- [Ollama](https://github.com/ollama/ollama)
+- [Ollama Python API](https://github.com/ollama/ollama-python)
-Special thanks to [OpenAI API](https://platform.openai.com/) 🌟🌟🌟
+Special thanks to [OpenAI API](https://platform.openai.com/) and [Ollama](https://github.com/ollama/ollama) 🌟🌟🌟
diff --git a/doc/images/images.odp b/doc/images/images.odp
index aeb7328..466cb0d 100644
Binary files a/doc/images/images.odp and b/doc/images/images.odp differ
diff --git a/doc/images/ros2ai_overview.png b/doc/images/ros2ai_overview.png
index 58af832..30ff0f5 100644
Binary files a/doc/images/ros2ai_overview.png and b/doc/images/ros2ai_overview.png differ
diff --git a/doc/overview.html b/doc/overview.html
index 0bf0698..550945a 100644
--- a/doc/overview.html
+++ b/doc/overview.html
@@ -1,4 +1,4 @@
-
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__ ros2ai Next-Gen ROS 2 CLI __
ros2ai Next-Gen ROS 2 CLI
ros2ai is a next-generation ROS 2 command line interface extension with OpenAI
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__ ros2ai Next-Gen ROS 2 CLI __
Issues/PRs Welcome
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__ ros2ai Next-Gen ROS 2 CLI __
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__ ros2ai Next-Gen ROS 2 CLI __
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__ ros2ai Next-Gen ROS 2 CLI __
Motivation
@@ -48,28 +48,28 @@ Motivation
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__ ros2ai Next-Gen ROS 2 CLI __
Background
I want the answers w/o searching...
browsing, clicking and typing many times to get to the information does not work for me. I need what , not where . all these are small things, but can be easily compiled up to mountain, especially beginners.
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__ ros2ai Next-Gen ROS 2 CLI __
I really do not care how to use ros2cli...
many sub-commands, options, and arguments. besides, those could be deprecated or removed time to time... this does not work for me. actually i just want to ask "what parameters are available?", "check the details for the topic /chatter", but before that i need to know how to do that... this is already barrier for beginners.
it would be better for maintenance if someone abstracts this to the user, so that maintainers can just go ahead to remove, change options w/o deprecation or certain soak time...
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__ ros2ai Next-Gen ROS 2 CLI __
Multi-Language Documentation
OSS projects tend to add multi-language support documentation under mainline doc. this is really likely, and they do. but the question is Does it really work? ... IMO, it does (will) not. eventually those docs will be outdated, not maintained, not scalable, not precise and once that happens these docs would be garbage.
i believe that is exactly where AI comes to play. instead of paying the resources to non-scalable things, focus on the mainline with precise information which is available for any languages.
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__ ros2ai Next-Gen ROS 2 CLI __
Design
@@ -77,11 +77,11 @@ Design
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__ ros2ai Next-Gen ROS 2 CLI __
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__ ros2ai Next-Gen ROS 2 CLI __
status
command is to check if ros2ai
is configured with valid API key.
@@ -90,12 +90,12 @@ Design
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__ ros2ai Next-Gen ROS 2 CLI __
Proposals (Ideas)
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__ ros2ai Next-Gen ROS 2 CLI __
OpenAI Parameter Adjustment
@@ -106,19 +106,19 @@ OpenAI Parameter Adjustment
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__ ros2ai Next-Gen ROS 2 CLI __
Session Mode
currently, ros2ai
only supports single-shot completion API, that means we can not rely on the previous questions or answers to make further requests. e.g) "Is /chatter topic available?", "Subscribe it!". This it should be recognized in the same context or session. If this command is issued, prompt should be initiated to keep the session alive until the entire session is closed by the user.
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__ ros2ai Next-Gen ROS 2 CLI __
Proxy Agent
ros2ai
can instantiate the agent daemon process as ROS 2 service, so that even other ROS 2 application running in the network can use OpenAI API via this proxy. those ROS 2 application can be agnostic from LLM specific APIs but ROS 2 service interface.
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__ ros2ai Next-Gen ROS 2 CLI __
Multiple LLM Support
@@ -127,7 +127,7 @@ Multiple LLM Support
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__ ros2ai Next-Gen ROS 2 CLI __
Fine-tuning (T.B.D)
diff --git a/doc/overview.pdf b/doc/overview.pdf
index 93f44a2..12cc880 100644
Binary files a/doc/overview.pdf and b/doc/overview.pdf differ