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Examples Update + Code Refactor #25
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,99 @@ | ||
| # This will create a flow like this: | ||
| # Solace -> Anthropic -> Solace | ||
| # | ||
| # It will subscribe to `demo/question` and expect an event with the payload: | ||
| # | ||
| # The input message has the following schema: | ||
| # { | ||
| # "text": "<question or request as text>" | ||
| # } | ||
| # | ||
| # It will then send an event back to Solace with the topic: `demo/question/response` | ||
| # | ||
| # Dependencies: | ||
| # pip install -U langchain-anthropic | ||
| # | ||
| # required ENV variables: | ||
| # - ANTHROPIC_API_KEY | ||
| # - ANTHROPIC_API_ENDPOINT | ||
| # - MODEL_NAME | ||
| # - SOLACE_BROKER_URL | ||
| # - SOLACE_BROKER_USERNAME | ||
| # - SOLACE_BROKER_PASSWORD | ||
| # - SOLACE_BROKER_VPN | ||
|
|
||
| --- | ||
| log: | ||
| stdout_log_level: INFO | ||
| log_file_level: DEBUG | ||
| log_file: solace_ai_connector.log | ||
|
|
||
| shared_config: | ||
| - broker_config: &broker_connection | ||
| broker_type: solace | ||
| broker_url: ${SOLACE_BROKER_URL} | ||
| broker_username: ${SOLACE_BROKER_USERNAME} | ||
| broker_password: ${SOLACE_BROKER_PASSWORD} | ||
| broker_vpn: ${SOLACE_BROKER_VPN} | ||
|
|
||
| # Take from Slack and publish to Solace | ||
| flows: | ||
| # Slack chat input processing | ||
| - name: Simple template to LLM | ||
| components: | ||
| # Input from a Solace broker | ||
| - component_name: solace_sw_broker | ||
| component_module: broker_input | ||
| component_config: | ||
| <<: *broker_connection | ||
| broker_queue_name: demo_question | ||
| broker_subscriptions: | ||
| - topic: demo/question | ||
| qos: 1 | ||
| payload_encoding: utf-8 | ||
| payload_format: json | ||
|
|
||
| # | ||
| # Do an LLM request | ||
| # | ||
| - component_name: llm_request | ||
| component_module: langchain_chat_model | ||
| component_config: | ||
| langchain_module: langchain_anthropic | ||
| langchain_class: ChatAnthropic | ||
| langchain_component_config: | ||
| api_key: ${ANTHROPIC_API_KEY} | ||
| base_url: ${ANTHROPIC_API_ENDPOINT} | ||
| model: ${MODEL_NAME} | ||
| temperature: 0.01 | ||
| input_transforms: | ||
| - type: copy | ||
| source_expression: | | ||
| template:You are a helpful AI assistant. Please help with the user's request below: | ||
| <user-question> | ||
| {{text://input.payload:text}} | ||
| </user-question> | ||
| dest_expression: user_data.llm_input:messages.0.content | ||
| - type: copy | ||
| source_expression: static:user | ||
| dest_expression: user_data.llm_input:messages.0.role | ||
| component_input: | ||
| source_expression: user_data.llm_input | ||
|
|
||
| # Send response back to broker | ||
| - component_name: send_response | ||
| component_module: broker_output | ||
| component_config: | ||
| <<: *broker_connection | ||
| payload_encoding: utf-8 | ||
| payload_format: json | ||
| copy_user_properties: true | ||
| input_transforms: | ||
| - type: copy | ||
| source_expression: previous | ||
| dest_expression: user_data.output:payload | ||
| - type: copy | ||
| source_expression: template:{{text://input.topic}}/response | ||
| dest_expression: user_data.output:topic | ||
| component_input: | ||
| source_expression: user_data.output |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,98 @@ | ||
| # This will create a flow like this: | ||
| # Solace -> OpenAI -> Solace | ||
| # | ||
| # It will subscribe to `demo/joke/subject` and expect an event with the payload: | ||
| # | ||
| # { | ||
| # "joke": { | ||
| # "subject": "<subject for the joke>" | ||
| # } | ||
| # } | ||
| # | ||
| # It will then send an event back to Solace with the topic: `demo/joke/subject/response` | ||
| # | ||
| # Dependencies: | ||
| # pip install -U langchain_openai openai | ||
| # | ||
| # required ENV variables: | ||
| # - OPENAI_API_KEY | ||
| # - OPENAI_API_ENDPOINT - optional | ||
| # - MODEL_NAME | ||
| # - SOLACE_BROKER_URL | ||
| # - SOLACE_BROKER_USERNAME | ||
| # - SOLACE_BROKER_PASSWORD | ||
| # - SOLACE_BROKER_VPN | ||
|
|
||
| --- | ||
| log: | ||
| stdout_log_level: INFO | ||
| log_file_level: DEBUG | ||
| log_file: solace_ai_connector.log | ||
|
|
||
| shared_config: | ||
| - broker_config: &broker_connection | ||
| broker_type: solace | ||
| broker_url: ${SOLACE_BROKER_URL} | ||
| broker_username: ${SOLACE_BROKER_USERNAME} | ||
| broker_password: ${SOLACE_BROKER_PASSWORD} | ||
| broker_vpn: ${SOLACE_BROKER_VPN} | ||
|
|
||
| # Take from Slack and publish to Solace | ||
| flows: | ||
| # Slack chat input processing | ||
| - name: Simple template to LLM | ||
| components: | ||
| # Input from a Solace broker | ||
| - component_name: solace_sw_broker | ||
| component_module: broker_input | ||
| component_config: | ||
| <<: *broker_connection | ||
| broker_queue_name: ed_demo_joke | ||
| broker_subscriptions: | ||
| - topic: demo/joke/subject | ||
| qos: 1 | ||
| payload_encoding: utf-8 | ||
| payload_format: json | ||
|
|
||
| # Go to the LLM and keep history | ||
| - component_name: chat_request_llm | ||
| component_module: langchain_chat_model_with_history | ||
| component_config: | ||
| langchain_module: langchain_openai | ||
| langchain_class: ChatOpenAI | ||
| langchain_component_config: | ||
| api_key: ${OPENAI_API_KEY} | ||
| base_url: ${OPENAI_API_ENDPOINT} | ||
| model: ${MODEL_NAME} | ||
| temperature: 0.01 | ||
| history_module: langchain_core.chat_history | ||
| history_class: InMemoryChatMessageHistory | ||
| history_max_turns: 20 | ||
| history_max_length: 6000 | ||
| input_transforms: | ||
| - type: copy | ||
| source_expression: template:Write a joke about {{text://input.payload:joke.subject}} | ||
| dest_expression: user_data.input:messages.0.content | ||
| - type: copy | ||
| source_value: user | ||
| dest_expression: user_data.input:messages.0.role | ||
| component_input: | ||
| source_expression: user_data.input | ||
|
|
||
| # Send response back to broker | ||
| - component_name: send_response | ||
| component_module: broker_output | ||
| component_config: | ||
| <<: *broker_connection | ||
| payload_encoding: utf-8 | ||
| payload_format: json | ||
| copy_user_properties: true | ||
| input_transforms: | ||
| - type: copy | ||
| source_expression: previous | ||
| dest_expression: user_data.output:payload | ||
| - type: copy | ||
| source_expression: template:{{text://input.topic}}/response | ||
| dest_expression: user_data.output:topic | ||
| component_input: | ||
| source_expression: user_data.output |
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