From bacc31592c932871e17415ad96b6abbc2606211c Mon Sep 17 00:00:00 2001 From: "Michael B. Klein" Date: Tue, 17 Dec 2024 05:36:17 +0000 Subject: [PATCH] Get sync chat function working --- chat-playground/playground.ipynb | 264 +----------------------------- chat/src/agent/metrics_handler.py | 8 +- chat/src/handlers/chat.py | 3 +- chat/src/handlers/chat_sync.py | 50 +++--- chat/src/handlers/model.py | 5 +- chat/src/requirements-dev.txt | 2 +- chat/template.yaml | 95 ++++++----- 7 files changed, 99 insertions(+), 328 deletions(-) diff --git a/chat-playground/playground.ipynb b/chat-playground/playground.ipynb index 6ee987fb..37ce9989 100644 --- a/chat-playground/playground.ipynb +++ b/chat-playground/playground.ipynb @@ -57,265 +57,19 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "on_llm_start:\n" - ] - }, - { - "data": { - "text/plain": [ - "{'serialized': {'lc': 1,\n", - " 'type': 'constructor',\n", - " 'id': ['langchain', 'chat_models', 'bedrock', 'ChatBedrock'],\n", - " 'kwargs': {'region_name': 'us-east-1',\n", - " 'model_id': 'us.anthropic.claude-3-5-sonnet-20241022-v2:0',\n", - " 'provider_stop_sequence_key_name_map': {'anthropic': 'stop_sequences',\n", - " 'amazon': 'stopSequences',\n", - " 'ai21': 'stop_sequences',\n", - " 'cohere': 'stop_sequences',\n", - " 'mistral': 'stop_sequences'},\n", - " 'provider_stop_reason_key_map': {'anthropic': 'stop_reason',\n", - " 'amazon': 'completionReason',\n", - " 'ai21': 'finishReason',\n", - " 'cohere': 'finish_reason',\n", - " 'mistral': 'stop_reason'},\n", - " 'guardrails': {'trace': None,\n", - " 'guardrailIdentifier': None,\n", - " 'guardrailVersion': None}},\n", - " 'name': 'ChatBedrock'},\n", - " 'metadata': {'thread_id': 'abc123',\n", - " 'langgraph_step': 1,\n", - " 'langgraph_node': 'agent',\n", - " 'langgraph_triggers': ['start:agent'],\n", - " 'langgraph_path': ('__pregel_pull', 'agent'),\n", - " 'langgraph_checkpoint_ns': 'agent:7aafb38d-f828-4dfc-fee6-e60579c1d58c',\n", - " 'checkpoint_ns': 'agent:7aafb38d-f828-4dfc-fee6-e60579c1d58c',\n", - " 'ls_provider': 'amazon_bedrock',\n", - " 'ls_model_name': 'us.anthropic.claude-3-5-sonnet-20241022-v2:0',\n", - " 'ls_model_type': 'chat'},\n", - " 'kwargs': {'run_id': UUID('e10b9de3-aeb3-4af6-b7f2-d9b0eca5df98'),\n", - " 'parent_run_id': UUID('560fe88f-8a26-4bca-8672-c75ffdb59e21'),\n", - " 'tags': ['seq:step:1'],\n", - " 'invocation_params': {'model_id': 'us.anthropic.claude-3-5-sonnet-20241022-v2:0',\n", - " 'provider': 'anthropic',\n", - " 'stream': False,\n", - " 'trace': None,\n", - " 'guardrailIdentifier': None,\n", - " 'guardrailVersion': None,\n", - " '_type': 'amazon_bedrock_chat',\n", - " 'stop': None,\n", - " 'tools': [{'name': 'discover_fields',\n", - " 'description': 'Discover the fields available in the OpenSearch index. This tool is useful for understanding the structure of the index and the fields available for aggregation queries.',\n", - " 'input_schema': {'properties': {}, 'type': 'object'}},\n", - " {'name': 'search',\n", - " 'description': \"Perform a semantic search of Northwestern University Library digital collections. When answering a search query, ground your answer in the context of the results with references to the document's metadata.\",\n", - " 'input_schema': {'properties': {'query': {'type': 'string'}},\n", - " 'required': ['query'],\n", - " 'type': 'object'}},\n", - " {'name': 'aggregate',\n", - " 'description': 'Perform a quantitative aggregation on the OpenSearch index. 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Notable examples include:\\n\\nPre-revolution films:\\n- [The Deer (Gavaznha)](https://dc.rdc-staging.library.northwestern.edu/items/2cd0d633-3d2e-4dd0-90f1-8ee7562ddf8e) (1974) - A drama directed by Masoud Kimiai starring Behrouz Vossoughi\\n- [Hot Feelings (Ehsas Dagh)](https://dc.rdc-staging.library.northwestern.edu/items/2c455274-0bb9-4c35-8128-7cedbd1f01e8) (1972) - A romance starring Googoosh\\n\\nPost-revolution films:\\n- [Taste of Cherry](https://dc.rdc-staging.library.northwestern.edu/items/fbb2c5c4-d33e-4a19-bf63-aa5299291887) (1990) - A drama directed by acclaimed filmmaker Abbas Kiarostami\\n- [The Blue-Veiled (Rusari-e Abi)](https://dc.rdc-staging.library.northwestern.edu/items/dfac8fa6-a4a6-4e4e-8695-ad5fadd74ea0) (1995) - Directed by Rakhshan Bani-Etemad, starring Ezzatollah Entezami\\n- [Dance of Dust](https://dc.rdc-staging.library.northwestern.edu/items/d5cdb032-736d-4422-9eb0-5ac418d232dc) (1998) - Directed by Abolfazl Jalili\\n\\nThe collection includes documentaries like [Homework](https://dc.rdc-staging.library.northwestern.edu/items/05b38c0a-1cee-4475-a57e-af5a71f34589) (1989) by Abbas Kiarostami and [Divorce Iranian Style](https://dc.rdc-staging.library.northwestern.edu/items/f889063c-c283-4482-a89b-83f1fcff93e8) (1998), representing different genres including dramas, comedies, and women's films from both commercial and art house traditions.\", message=AIMessage(content=\"The collection includes a diverse range of Iranian films spanning both pre- and post-revolution periods. Notable examples include:\\n\\nPre-revolution films:\\n- [The Deer (Gavaznha)](https://dc.rdc-staging.library.northwestern.edu/items/2cd0d633-3d2e-4dd0-90f1-8ee7562ddf8e) (1974) - A drama directed by Masoud Kimiai starring Behrouz Vossoughi\\n- [Hot Feelings (Ehsas Dagh)](https://dc.rdc-staging.library.northwestern.edu/items/2c455274-0bb9-4c35-8128-7cedbd1f01e8) (1972) - A romance starring Googoosh\\n\\nPost-revolution films:\\n- [Taste of Cherry](https://dc.rdc-staging.library.northwestern.edu/items/fbb2c5c4-d33e-4a19-bf63-aa5299291887) (1990) - A drama directed by acclaimed filmmaker Abbas Kiarostami\\n- [The Blue-Veiled (Rusari-e Abi)](https://dc.rdc-staging.library.northwestern.edu/items/dfac8fa6-a4a6-4e4e-8695-ad5fadd74ea0) (1995) - Directed by Rakhshan Bani-Etemad, starring Ezzatollah Entezami\\n- [Dance of Dust](https://dc.rdc-staging.library.northwestern.edu/items/d5cdb032-736d-4422-9eb0-5ac418d232dc) (1998) - Directed by Abolfazl Jalili\\n\\nThe collection includes documentaries like [Homework](https://dc.rdc-staging.library.northwestern.edu/items/05b38c0a-1cee-4475-a57e-af5a71f34589) (1989) by Abbas Kiarostami and [Divorce Iranian Style](https://dc.rdc-staging.library.northwestern.edu/items/f889063c-c283-4482-a89b-83f1fcff93e8) (1998), representing different genres including dramas, comedies, and women's films from both commercial and art house traditions.\", additional_kwargs={'usage': {'prompt_tokens': 49331, 'completion_tokens': 556, 'total_tokens': 49887}, 'stop_reason': 'end_turn', 'model_id': 'us.anthropic.claude-3-5-sonnet-20241022-v2:0'}, response_metadata={'usage': {'prompt_tokens': 49331, 'completion_tokens': 556, 'total_tokens': 49887}, 'stop_reason': 'end_turn', 'model_id': 'us.anthropic.claude-3-5-sonnet-20241022-v2:0'}, id='run-755ee14a-d869-4813-88c6-bf629e49d7cc-0', usage_metadata={'input_tokens': 49331, 'output_tokens': 556, 'total_tokens': 49887}))]], llm_output={'usage': {'prompt_tokens': 49331, 'completion_tokens': 556, 'total_tokens': 49887}, 'stop_reason': 'end_turn', 'model_id': 'us.anthropic.claude-3-5-sonnet-20241022-v2:0'}, run=None, type='LLMResult'),\n", - 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Cinematographer: Hossein Jafarian; Music: Kambiz Roshanravan'], 'language': [{'id': 'http://id.loc.gov/vocabulary/languages/per', 'label': 'Persian', 'variants': ['Kabuli', 'Kabuli-Persian', 'Khorasani'], 'facet': 'http://id.loc.gov/vocabulary/languages/per||Persian'}], 'title': 'Lost Time', 'library_unit': 'University Archives', 'provenance': [], 'contributor': [{'role': 'Collector', 'id': 'http://id.loc.gov/authorities/names/n82268290', 'label': 'Naficy, Hamid', 'variants': [], 'facet': 'http://id.loc.gov/authorities/names/n82268290|col|Naficy, Hamid (Collector)', 'label_with_role': 'Naficy, Hamid (Collector)'}, {'role': 'Director', 'id': 'http://id.loc.gov/authorities/names/n2005200469', 'label': 'Dirakhshandah, Pūrān', 'variants': ['\\u200fدرخشنده، پوران', 'Pūrān Darakhshandah', 'Derakhshandeh, Pouran', 'Darakhshandah, Pūrān'], 'facet': 'http://id.loc.gov/authorities/names/n2005200469|drt|Dirakhshandah, Pūrān (Director)', 'label_with_role': 'Dirakhshandah, Pūrān (Director)'}, {'role': 'Contributor', 'id': 'info:nul/abff363b-fd10-415d-a49e-eb69515ee0a2', 'label': 'Emami, Ruhollah', 'variants': [], 'facet': 'info:nul/abff363b-fd10-415d-a49e-eb69515ee0a2|ctb|Emami, Ruhollah (Contributor)', 'label_with_role': 'Emami, Ruhollah (Contributor)'}, {'role': 'Contributor', 'id': 'info:nul/d4e1e551-72dc-4c80-8ecf-7fbcc88eb7b1', 'label': 'Ḣăghighi, Ebrahim', 'variants': [], 'facet': 'info:nul/d4e1e551-72dc-4c80-8ecf-7fbcc88eb7b1|ctb|Ḣăghighi, Ebrahim (Contributor)', 'label_with_role': 'Ḣăghighi, Ebrahim (Contributor)'}, {'role': 'Contributor', 'id': 'info:nul/ca37649f-f23f-4773-91c8-58c996288fc6', 'label': 'Farajollahi, Mohammad-Ali', 'variants': [], 'facet': 'info:nul/ca37649f-f23f-4773-91c8-58c996288fc6|ctb|Farajollahi, Mohammad-Ali (Contributor)', 'label_with_role': 'Farajollahi, Mohammad-Ali (Contributor)'}, {'role': 'Producer', 'id': 'http://id.loc.gov/authorities/names/n2005200469', 'label': 'Dirakhshandah, Pūrān', 'variants': ['\\u200fدرخشنده، پوران', 'Pūrān Darakhshandah', 'Derakhshandeh, Pouran', 'Darakhshandah, Pūrān'], 'facet': 'http://id.loc.gov/authorities/names/n2005200469|pro|Dirakhshandah, Pūrān (Producer)', 'label_with_role': 'Dirakhshandah, Pūrān (Producer)'}, {'role': 'Screenwriter', 'id': 'http://id.loc.gov/authorities/names/n2005200469', 'label': 'Dirakhshandah, Pūrān', 'variants': ['\\u200fدرخشنده، پوران', 'Pūrān Darakhshandah', 'Derakhshandeh, Pouran', 'Darakhshandah, Pūrān'], 'facet': 'http://id.loc.gov/authorities/names/n2005200469|aus|Dirakhshandah, Pūrān (Screenwriter)', 'label_with_role': 'Dirakhshandah, Pūrān (Screenwriter)'}], 'genre': [{'id': 'http://vocab.getty.edu/aat/300027221', 'label': 'posters', 'variants': ['posters', 'poster', 'poster', 'poster', 'poster', 'poster', 'bills (posters)', '海報', 'affiche', 'affiche', 'affiche', 'aanplakbiljetten', 'plakbrief', 'plakbrieven', 'plakkaat', 'plakkaten', 'Plakat', 'Anschlag (poster)', 'כרזה', 'cartellone', 'affisso', 'cartaz', 'cartel (letrero)', 'afiche', 'anuncio publicitario', 'póster', 'affisch'], 'facet': 'http://vocab.getty.edu/aat/300027221||posters'}], 'api_link': 'https://dcapi.rdc-staging.library.northwestern.edu/api/v2/works/f55c3aa2-86df-426b-9c75-39393dd2bb50', 'rights_statement': {'id': 'http://rightsstatements.org/vocab/NoC-US/1.0/', 'label': 'No Copyright - United States'}, 'id': 'f55c3aa2-86df-426b-9c75-39393dd2bb50', 'ark': 'ark:/81985/n2br8ph60', 'alternate_title': ['Zaman-e Az Dast Rafteh'], 'style_period': [], 'thumbnail': 'https://dcapi.rdc-staging.library.northwestern.edu/api/v2/works/f55c3aa2-86df-426b-9c75-39393dd2bb50/thumbnail', 'creator': [], 'visibility': 'Public', 'work_type': 'Image', 'iiif_manifest': 'https://dcapi.rdc-staging.library.northwestern.edu/api/v2/works/f55c3aa2-86df-426b-9c75-39393dd2bb50?as=iiif', 'collection': {'description': 'Hamid Naficy Middle Eastern Movie Posters Collection contains 249 posters, which have been digitized and cataloged individually. These posters document the social history of film in Iran and offer a unique visual representation of the political and social climate there between 1966 and 2014.', 'id': '4ed2338d-c715-4a86-8ac6-6b4030a42be5', 'title': 'Hamid Naficy Iranian and Middle Eastern Movie Posters Collection'}, 'abstract': [], 'accession_number': 'Voyager:14-193-028', 'license': None, 'date_created_edtf': ['1990'], 'physical_description_size': ['12 (height) x 8 in (width)'], 'series': [], 'physical_description_material': ['Offset lithograph on paper'], 'canonical_link': 'https://dc.rdc-staging.library.northwestern.edu/items/f55c3aa2-86df-426b-9c75-39393dd2bb50', 'publisher': [], 'location': [], 'rights_holder': [], 'scope_and_contents': [], 'table_of_contents': []}, page_content='f55c3aa2-86df-426b-9c75-39393dd2bb50')]),\n", - " AIMessage(content=\"The collection includes a diverse range of Iranian films spanning both pre- and post-revolution periods. Notable examples include:\\n\\nPre-revolution films:\\n- [The Deer (Gavaznha)](https://dc.rdc-staging.library.northwestern.edu/items/2cd0d633-3d2e-4dd0-90f1-8ee7562ddf8e) (1974) - A drama directed by Masoud Kimiai starring Behrouz Vossoughi\\n- [Hot Feelings (Ehsas Dagh)](https://dc.rdc-staging.library.northwestern.edu/items/2c455274-0bb9-4c35-8128-7cedbd1f01e8) (1972) - A romance starring Googoosh\\n\\nPost-revolution films:\\n- [Taste of Cherry](https://dc.rdc-staging.library.northwestern.edu/items/fbb2c5c4-d33e-4a19-bf63-aa5299291887) (1990) - A drama directed by acclaimed filmmaker Abbas Kiarostami\\n- [The Blue-Veiled (Rusari-e Abi)](https://dc.rdc-staging.library.northwestern.edu/items/dfac8fa6-a4a6-4e4e-8695-ad5fadd74ea0) (1995) - Directed by Rakhshan Bani-Etemad, starring Ezzatollah Entezami\\n- [Dance of Dust](https://dc.rdc-staging.library.northwestern.edu/items/d5cdb032-736d-4422-9eb0-5ac418d232dc) (1998) - Directed by Abolfazl Jalili\\n\\nThe collection includes documentaries like [Homework](https://dc.rdc-staging.library.northwestern.edu/items/05b38c0a-1cee-4475-a57e-af5a71f34589) (1989) by Abbas Kiarostami and [Divorce Iranian Style](https://dc.rdc-staging.library.northwestern.edu/items/f889063c-c283-4482-a89b-83f1fcff93e8) (1998), representing different genres including dramas, comedies, and women's films from both commercial and art house traditions.\", additional_kwargs={'usage': {'prompt_tokens': 49331, 'completion_tokens': 556, 'total_tokens': 49887}, 'stop_reason': 'end_turn', 'model_id': 'us.anthropic.claude-3-5-sonnet-20241022-v2:0'}, response_metadata={'usage': {'prompt_tokens': 49331, 'completion_tokens': 556, 'total_tokens': 49887}, 'stop_reason': 'end_turn', 'model_id': 'us.anthropic.claude-3-5-sonnet-20241022-v2:0'}, id='run-755ee14a-d869-4813-88c6-bf629e49d7cc-0', usage_metadata={'input_tokens': 49331, 'output_tokens': 556, 'total_tokens': 49887})]}" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ + "import agent.search_agent\n", "from agent.search_agent import SearchAgent\n", + "from handlers.model import chat_model\n", "\n", - "agent = SearchAgent(model=\"us.anthropic.claude-3-5-sonnet-20241022-v2:0\", streaming=False)\n", + "model = chat_model(model=\"us.anthropic.claude-3-5-sonnet-20241022-v2:0\", streaming=False)\n", + "agent = SearchAgent(model=model)\n", "agent.invoke(\n", - " \"What works in the collection pertain to Iranian film?\",\n", - " ref=\"abc123\",\n", - " callbacks=[DebugHandler()],\n", - " forget=True\n", + " \"What works in the collection pertain to Iranian film?\",\n", + " ref=\"abc123\",\n", + " callbacks=[DebugHandler()],\n", + " forget=True,\n", ")" ] } diff --git a/chat/src/agent/metrics_handler.py b/chat/src/agent/metrics_handler.py index 2c0060e5..6101167b 100644 --- a/chat/src/agent/metrics_handler.py +++ b/chat/src/agent/metrics_handler.py @@ -13,12 +13,10 @@ def __init__(self, *args, **kwargs): def on_llm_end(self, response: LLMResult, **kwargs: Dict[str, Any]): for generation in response.generations[0]: - self.answers.append(generation.text) + if generation.text != "": + self.answers.append(generation.text) for k, v in generation.message.usage_metadata.items(): - if k not in self.accumulator: - self.accumulator[k] = v - else: - self.accumulator[k] += v + self.accumulator[k] = self.accumulator.get(k, 0) + v def on_tool_end(self, output: ToolMessage, **kwargs: Dict[str, Any]): match output.name: diff --git a/chat/src/handlers/chat.py b/chat/src/handlers/chat.py index 799b40ac..ac2051da 100644 --- a/chat/src/handlers/chat.py +++ b/chat/src/handlers/chat.py @@ -29,7 +29,8 @@ def handler(event, context): metrics = MetricsHandler() callbacks = [AgentHandler(config.socket, config.ref), metrics] - search_agent = SearchAgent(model=chat_model(config), streaming=True) + model = chat_model(model=config.model, streaming=config.stream_response) + search_agent = SearchAgent(model=model) try: search_agent.invoke(config.question, config.ref, forget=config.forget, callbacks=callbacks) log_metrics(context, metrics, config) diff --git a/chat/src/handlers/chat_sync.py b/chat/src/handlers/chat_sync.py index fad1808a..3c593f65 100644 --- a/chat/src/handlers/chat_sync.py +++ b/chat/src/handlers/chat_sync.py @@ -1,41 +1,43 @@ import secrets # noqa import json import logging -import os -from http_event_config import HTTPEventConfig -from helpers.http_response import HTTPResponse +from agent.metrics_handler import MetricsHandler +from agent.search_agent import SearchAgent +from handlers.model import chat_model +from event_config import EventConfig from honeybadger import honeybadger honeybadger.configure() logging.getLogger('honeybadger').addHandler(logging.StreamHandler()) -RESPONSE_TYPES = { - "base": ["answer", "ref", "context"], - "debug": ["answer", "attributes", "azure_endpoint", "deployment_name", "is_superuser", "k", "openai_api_version", "prompt", "question", "ref", "temperature", "text_key", "token_counts", "context"], - "log": ["answer", "deployment_name", "is_superuser", "k", "openai_api_version", "prompt", "question", "ref", "size", "source_documents", "temperature", "token_counts"], - "error": ["question", "error", "source_documents"] -} - def handler(event, context): - config = HTTPEventConfig(event) + config = EventConfig(event) if not config.is_logged_in: return {"statusCode": 401, "body": "Unauthorized"} if config.question is None or config.question == "": return {"statusCode": 400, "body": "Question cannot be blank"} - - if not os.getenv("SKIP_LLM_REQUEST"): - config.setup_llm_request() - response = HTTPResponse(config) - final_response = response.prepare_response() - if "error" in final_response: - logging.error(f'Error: {final_response["error"]}') - return {"statusCode": 500, "body": "Internal Server Error"} - else: - return {"statusCode": 200, "body": json.dumps(reshape_response(final_response, 'debug' if config.debug_mode else 'base'))} - return {"statusCode": 200} + model = chat_model(model=config.model, streaming=False) + search_agent = SearchAgent(model=model) + result = MetricsHandler() + search_agent.invoke(config.question, config.ref, forget=config.forget, callbacks=[result]) -def reshape_response(response, type): - return {k: response[k] for k in RESPONSE_TYPES[type]} \ No newline at end of file + return { + "statusCode": 200, + "headers": { + "Content-Type": "application/json" + }, + "body": json.dumps({ + "answer": result.answers, + "is_dev_team": config.api_token.is_dev_team(), + "is_superuser": config.api_token.is_superuser(), + "k": config.k, + "model": config.model, + "question": config.question, + "ref": config.ref, + "artifacts": result.artifacts, + "token_counts": result.accumulator, + }) + } diff --git a/chat/src/handlers/model.py b/chat/src/handlers/model.py index 8d94ed51..803314b0 100644 --- a/chat/src/handlers/model.py +++ b/chat/src/handlers/model.py @@ -1,11 +1,10 @@ -from event_config import EventConfig from langchain_aws import ChatBedrock from langchain_core.language_models.base import BaseModel MODEL_OVERRIDE: BaseModel = None -def chat_model(event: EventConfig): - return MODEL_OVERRIDE or ChatBedrock(model=event.model) +def chat_model(**kwargs): + return MODEL_OVERRIDE or ChatBedrock(**kwargs) def set_model_override(model: BaseModel): global MODEL_OVERRIDE diff --git a/chat/src/requirements-dev.txt b/chat/src/requirements-dev.txt index 13699722..73059330 100644 --- a/chat/src/requirements-dev.txt +++ b/chat/src/requirements-dev.txt @@ -1,3 +1,3 @@ # Dev/Test Dependencies -ruff~=0.1.0 +ruff~=0.2.0 coverage~=7.3.2 diff --git a/chat/template.yaml b/chat/template.yaml index 876e68c5..ab8465fc 100644 --- a/chat/template.yaml +++ b/chat/template.yaml @@ -55,8 +55,6 @@ Resources: CheckpointBucket: Type: 'AWS::S3::Bucket' Properties: - VersioningConfiguration: - Status: Enabled PublicAccessBlockConfiguration: BlockPublicAcls: true BlockPublicPolicy: true @@ -259,43 +257,62 @@ Resources: Resource: "*" #* Metadata: #* BuildMethod: nodejs20.x - # ChatSyncFunction: - # Type: AWS::Serverless::Function - # Properties: - # CodeUri: ./src - # Runtime: python3.12 - # Architectures: - # - x86_64 - # #* Layers: - # #* - !Ref ChatDependencies - # MemorySize: 1024 - # Handler: handlers/chat_sync.handler - # Timeout: 300 - # Environment: - # Variables: - # API_TOKEN_NAME: !Ref ApiTokenName - # ENV_PREFIX: !Ref EnvironmentPrefix - # HONEYBADGER_API_KEY: !Ref HoneybadgerApiKey - # HONEYBADGER_ENVIRONMENT: !Ref HoneybadgerEnv - # HONEYBADGER_REVISION: !Ref HoneybadgerRevision - # METRICS_LOG_GROUP: !Ref ChatMetricsLog - # SECRETS_PATH: !Ref SecretsPath - # FunctionUrlConfig: - # AuthType: NONE - # Policies: - # - !Ref SecretsPolicy - # - Statement: - # - Effect: Allow - # Action: - # - 'es:ESHttpGet' - # - 'es:ESHttpPost' - # Resource: '*' - # - Statement: - # - Effect: Allow - # Action: - # - logs:CreateLogStream - # - logs:PutLogEvents - # Resource: !Sub "${ChatMetricsLog.Arn}:*" + ChatSyncFunction: + Type: AWS::Serverless::Function + Properties: + CodeUri: ./src + Runtime: python3.12 + Architectures: + - x86_64 + #* Layers: + #* - !Ref ChatDependencies + MemorySize: 1024 + Handler: handlers/chat_sync.handler + Timeout: 300 + Environment: + Variables: + API_TOKEN_NAME: !Ref ApiTokenName + CHECKPOINT_BUCKET_NAME: !Ref CheckpointBucket + ENV_PREFIX: !Ref EnvironmentPrefix + HONEYBADGER_API_KEY: !Ref HoneybadgerApiKey + HONEYBADGER_ENVIRONMENT: !Ref HoneybadgerEnv + HONEYBADGER_REVISION: !Ref HoneybadgerRevision + METRICS_LOG_GROUP: !Ref ChatMetricsLog + SECRETS_PATH: !Ref SecretsPath + NO_COLOR: 1 + FunctionUrlConfig: + AuthType: NONE + Policies: + - !Ref SecretsPolicy + - Statement: + - Effect: Allow + Action: + - 'es:ESHttpGet' + - 'es:ESHttpPost' + Resource: '*' + - Statement: + - Effect: Allow + Action: + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !Sub "${ChatMetricsLog.Arn}:*" + - Statement: + - Effect: Allow + Action: + - s3:GetObject + - s3:ListBucket + - s3:PutObject + - s3:DeleteObject + - s3:ListObjectsV2 + Resource: + - !Sub "arn:aws:s3:::${CheckpointBucket}" + - !Sub "arn:aws:s3:::${CheckpointBucket}/*" + - Statement: + - Effect: Allow + Action: + - bedrock:InvokeModel + - bedrock:InvokeModelWithResponseStream + Resource: "*" #* Metadata: #* BuildMethod: nodejs20.x ChatMetricsLog: