git clone [email protected]:rafaelspecta/flowise.git
Install Docker according to your OS and run it s
Docker Compose will initiate the Postgresql Database and Flowise
Note: Run inside the flowise directory created when you checked out the project
docker-compose up -d
http://localhost:8459/
- User: admin
- Pass: 123
docker-compose down
- Chatflows (on the side menu)
- Click on "Add new"
- Click on the Gear symbol beside the save symbol
- Click on "Load Chatflow" and select the file
samples/ReviewsBot.json
Components Used:
- LLMChain
- ChatOpenAI
- Prompt Template
- Structured Output Parser
- IfElse Function
This could be integrated to any reviews system, or be adapted to respond on social networks.
Ability to continue a conversation, to keep a memory.
samples/Chatbot.json
Components Used:
- Conversation Chain
- ChatOpenAI
- Buffer Memory
This can be easily attached to WhatsApp, but it would require more context and grounding to answer only to the questions that it is supposed to and just with the knowledge provided to it
This is an initial idea that you could give LLM an instruction and it will figure it out how to accomplish that by listing all actions that are needed to achieve it based on a set of rules.
This could be controlling a real robot or machinery.
samples/MotorBoat.json
Components Used:
- Conversation Chain
- ChatOpenAI
- Buffer Memory
- Chat Prompt Template (we need the System Message)
Rules / Instructions (our System Message):
You are motor boat
* You can turn on and off the engine
* You can move from one point to the other with some limitations
Allowed commands
* engine = on or off
* move(from,to)
* approach(point)
Rules
* A can only head to B
* B can only head to C
* C can only head to A
* always after "approach" we need to have engine=off
* always before "move" we need first the engine=on
* it is considered that you arrived at a point if engine=off
Example of a valid sequence of commands for "move to B":
1. engine=on
2. move(A,B)
3. approach(B)
4. engine=off
Initial State
* engine=off
* position=A
Based on the goal bellow list the actions in order that you have to take
Example Instructions to test (one at a time)
- Move to C
- Where are you?
- Move to C
Usuallly it will go to A, then B, and back to C.
But it was already at C, so we might have to teach that is the boat is already on the port we want it does not need to move
- You don't need to go around to and be back to same place. You could have said that you were already at C
Now lets test if the LLM learned and will stay this time
- Move to C
- Move to B
Note: Not always the experiment works exactly like what I described above, and that is why sometimes LLMs are hard to control.