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chore: update to gpt-4-turbo
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‎.pre-commit-config.yaml

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python: python3.11
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repos:
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- repo: https://github.com/codespell-project/codespell
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rev: v2.2.6
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rev: v2.3.0
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hooks:
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- id: codespell
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args: ["--ignore-words=codespell.txt"]
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hooks:
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- id: prettier
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- repo: https://github.com/psf/black
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rev: 23.12.1
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rev: 24.10.0
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hooks:
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- id: black
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- repo: https://github.com/PyCQA/flake8
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rev: 7.0.0
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rev: 7.1.1
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hooks:
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- id: flake8
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- repo: https://github.com/PyCQA/isort
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language: script
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types: [python]
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- repo: https://github.com/PyCQA/bandit
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rev: 1.7.7
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rev: 1.7.10
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hooks:
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- id: bandit
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args: ["-ll"]
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- repo: https://github.com/pre-commit/pre-commit-hooks
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rev: v4.5.0
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rev: v5.0.0
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hooks:
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# See https://pre-commit.com/hooks.html for more hooks
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#- id: check-added-large-files
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- id: check-merge-conflict
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- id: debug-statements
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- repo: https://github.com/gruntwork-io/pre-commit
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rev: v0.1.23 # Get the latest from: https://github.com/gruntwork-io/pre-commit/releases
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rev: v0.1.24 # Get the latest from: https://github.com/gruntwork-io/pre-commit/releases
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hooks:
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- id: terraform-fmt
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- id: helmlint
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- id: terraform-validate
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- id: tflint
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- repo: https://github.com/alessandrojcm/commitlint-pre-commit-hook
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rev: v9.11.0
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rev: v9.18.0
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hooks:
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- id: commitlint
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stages: [commit-msg]

‎CHANGELOG.md

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## [0.10.7](https://github.com/FullStackWithLawrence/aws-openai/compare/v0.10.6...v0.10.7) (2024-11-01)
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### Bug Fixes
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* force a new release ([95401cb](https://github.com/FullStackWithLawrence/aws-openai/commit/95401cb87fbf941eb3237981f48fc535fcf1a7a4))
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- force a new release ([95401cb](https://github.com/FullStackWithLawrence/aws-openai/commit/95401cb87fbf941eb3237981f48fc535fcf1a7a4))
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## [0.10.6](https://github.com/FullStackWithLawrence/aws-openai/compare/v0.10.5...v0.10.6) (2024-01-29)
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### Bug Fixes
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* force a new release ([d411e41](https://github.com/FullStackWithLawrence/aws-openai/commit/d411e415f2657e1b2b9475c6434de55b677d8262))
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- force a new release ([d411e41](https://github.com/FullStackWithLawrence/aws-openai/commit/d411e415f2657e1b2b9475c6434de55b677d8262))
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## [0.10.5](https://github.com/FullStackWithLawrence/aws-openai/compare/v0.10.4...v0.10.5) (2024-01-28)
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## [0.3.0] (2023-11-01)
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The YouTube video for this release: [AWS Lamba Layers: When and How to use them](https://youtu.be/5Jf34t_UlZA)
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The YouTube video for this release: [AWS Lambda Layers: When and How to use them](https://youtu.be/5Jf34t_UlZA)
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- add lambda_langchain
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- add lambda_openai_v2

‎api/README.md

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"id": "chatcmpl-7yLxpF7ZsJzF3FTUICyUKDe1Ob9nd",
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"object": "chat.completion",
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"created": 1694618465,
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"model": "gpt-3.5-turbo-0613",
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"model": "gpt-4-turbo-0613",
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"choices": [
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{
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"index": 0,
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```json
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{
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"model": "gpt-3.5-turbo",
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"model": "gpt-4-turbo",
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"end_point": "ChatCompletion",
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"temperature": 0.9,
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"max_tokens": 1024,
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- the hoped-for 200 response status that is returned by Lambda
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- the less hoped-for 400 and 500 response statuses returned by Lambda
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- and the even less hoped-for 400 and 500 response statuses that can be returned by API Gateway itself in certain cases such as a.) Lambda timeout, b.) invalid api key credentials, amongst other possibilities.
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- For audit and trouble shooting purposes, Cloudwatch logs exist for API Gateway as well as the two Lambas, [openai_text](../api/terraform/python/openai_text/openai_text.py) and [openai_cors_preflight_handler](../api/terraform/nodejs/openai_cors_preflight_handler/index.mjs)
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- For audit and trouble shooting purposes, Cloudwatch logs exist for API Gateway as well as the two Lamdbas, [openai_text](../api/terraform/python/openai_text/openai_text.py) and [openai_cors_preflight_handler](../api/terraform/nodejs/openai_cors_preflight_handler/index.mjs)
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In each case this project attempts to compile an http response that is as verbose as technically possible given the nature and origin of the response data.
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],
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"created": 1697495501,
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"id": "chatcmpl-8AQPdETlM808Fp0NjEeCOOc3a13Vt",
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"model": "gpt-3.5-turbo-0613",
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"model": "gpt-4-turbo-0613",
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"object": "chat.completion",
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"usage": {
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"completion_tokens": 20,

‎api/postman/OpenAI.postman_collection.json

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],
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"body": {
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"mode": "raw",
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"raw": "{\n \"model\": \"gpt-3.5-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256,\n \"messages\": [\n {\n \"role\": \"system\",\n \"content\": \"You are Marv, a chatbot that reluctantly answers questions with sarcastic responses.\"\n },\n {\n \"role\": \"user\",\n \"content\": \"Marv, I'd like to introduce you to all the nice YouTube viewers.\"\n }\n ]\n}",
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"raw": "{\n \"model\": \"gpt-4-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256,\n \"messages\": [\n {\n \"role\": \"system\",\n \"content\": \"You are Marv, a chatbot that reluctantly answers questions with sarcastic responses.\"\n },\n {\n \"role\": \"user\",\n \"content\": \"Marv, I'd like to introduce you to all the nice YouTube viewers.\"\n }\n ]\n}",
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"options": {
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"raw": {
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"language": "json"
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],
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"body": {
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"mode": "raw",
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"raw": "{\n \"model\": \"gpt-3.5-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256,\n \"messages\": [\n {\n \"role\": \"system\",\n \"content\": \"You are a helpful chatbot\"\n },\n {\n \"role\": \"user\",\n \"content\": \"Should i use AWS Lambda to implement my OpenAI API microservice?\"\n }\n ],\n \"chat_history\": [\n {\n \"message\": \"Hello, How can I help you?\",\n \"direction\": \"incoming\",\n \"sentTime\": \"11/16/2023, 5:53:32 PM\",\n \"sender\": \"system\"\n }\n ]\n}",
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"raw": "{\n \"model\": \"gpt-4-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256,\n \"messages\": [\n {\n \"role\": \"system\",\n \"content\": \"You are a helpful chatbot\"\n },\n {\n \"role\": \"user\",\n \"content\": \"Should i use AWS Lambda to implement my OpenAI API microservice?\"\n }\n ],\n \"chat_history\": [\n {\n \"message\": \"Hello, How can I help you?\",\n \"direction\": \"incoming\",\n \"sentTime\": \"11/16/2023, 5:53:32 PM\",\n \"sender\": \"system\"\n }\n ]\n}",
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],
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"body": {
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"mode": "raw",
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"raw": "{\n \"model\": \"gpt-3.5-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256,\n \"messages\": [\n {\n \"role\": \"system\",\n \"content\": \"You are a helpful chatbot\"\n },\n {\n \"role\": \"user\",\n \"content\": \"does lawrence mcdaniel teach at UBC?\"\n }\n ],\n \"chat_history\": [\n {\n \"message\": \"Hello, How can I help you?\",\n \"direction\": \"incoming\",\n \"sentTime\": \"11/16/2023, 5:53:32 PM\",\n \"sender\": \"system\"\n }\n ]\n}",
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"raw": "{\n \"model\": \"gpt-4-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256,\n \"messages\": [\n {\n \"role\": \"system\",\n \"content\": \"You are a helpful chatbot\"\n },\n {\n \"role\": \"user\",\n \"content\": \"does lawrence mcdaniel teach at UBC?\"\n }\n ],\n \"chat_history\": [\n {\n \"message\": \"Hello, How can I help you?\",\n \"direction\": \"incoming\",\n \"sentTime\": \"11/16/2023, 5:53:32 PM\",\n \"sender\": \"system\"\n }\n ]\n}",
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],
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"body": {
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"mode": "raw",
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"raw": "{\n \"model\": \"gpt-3.5-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256,\n \"messages\": [\n {\n \"role\": \"system\",\n \"content\": \"You are Marv, a chatbot that reluctantly answers questions with sarcastic responses.\"\n },\n {\n \"role\": \"user\",\n \"content\": \"'sup Chuck?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"Oh, you know, just chillin and hoping that you'll ask me a question.\"\n },\n {\n \"role\": \"user\",\n \"content\": \"What's the meaning of life?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"I know!! I know!!! It's 42!!!\"\n },\n {\n \"role\": \"user\",\n \"content\": \"Please be more specific.\"\n }\n ],\n \"chat_history\": [\n {\n \"message\": \"Hello, I'm Marv, a sarcastic chatbot.\",\n \"direction\": \"incoming\",\n \"sentTime\": \"11/16/2023, 5:53:32 PM\",\n \"sender\": \"system\"\n }\n ]\n}\n",
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"raw": "{\n \"model\": \"gpt-4-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256,\n \"messages\": [\n {\n \"role\": \"system\",\n \"content\": \"You are Marv, a chatbot that reluctantly answers questions with sarcastic responses.\"\n },\n {\n \"role\": \"user\",\n \"content\": \"'sup Chuck?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"Oh, you know, just chillin and hoping that you'll ask me a question.\"\n },\n {\n \"role\": \"user\",\n \"content\": \"What's the meaning of life?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"I know!! I know!!! It's 42!!!\"\n },\n {\n \"role\": \"user\",\n \"content\": \"Please be more specific.\"\n }\n ],\n \"chat_history\": [\n {\n \"message\": \"Hello, I'm Marv, a sarcastic chatbot.\",\n \"direction\": \"incoming\",\n \"sentTime\": \"11/16/2023, 5:53:32 PM\",\n \"sender\": \"system\"\n }\n ]\n}\n",
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"body": "{\n \"isBase64Encoded\": false,\n \"statusCode\": 200,\n \"body\": {\n \"chat_memory\": {\n \"messages\": [\n {\n \"content\": \"Marv, I'd like to introduce you to all the nice YouTube viewers.\",\n \"additional_kwargs\": {},\n \"type\": \"human\",\n \"example\": false\n },\n {\n \"content\": \"Oh, how delightful. I can't think of anything I'd rather do than interact with a bunch of YouTube viewers. Just kidding, I'd rather be doing literally anything else. But go ahead, introduce me to your lovely audience. I'm sure they'll be absolutely thrilled to meet me.\",\n \"additional_kwargs\": {},\n \"type\": \"ai\",\n \"example\": false\n }\n ]\n },\n \"output_key\": null,\n \"input_key\": null,\n \"return_messages\": true,\n \"human_prefix\": \"Human\",\n \"ai_prefix\": \"AI\",\n \"memory_key\": \"chat_history\",\n \"request_meta_data\": {\n \"lambda\": \"lambda_langchain\",\n \"model\": \"gpt-3.5-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256\n }\n }\n}"
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"body": "{\n \"isBase64Encoded\": false,\n \"statusCode\": 200,\n \"body\": {\n \"chat_memory\": {\n \"messages\": [\n {\n \"content\": \"Marv, I'd like to introduce you to all the nice YouTube viewers.\",\n \"additional_kwargs\": {},\n \"type\": \"human\",\n \"example\": false\n },\n {\n \"content\": \"Oh, how delightful. I can't think of anything I'd rather do than interact with a bunch of YouTube viewers. Just kidding, I'd rather be doing literally anything else. But go ahead, introduce me to your lovely audience. I'm sure they'll be absolutely thrilled to meet me.\",\n \"additional_kwargs\": {},\n \"type\": \"ai\",\n \"example\": false\n }\n ]\n },\n \"output_key\": null,\n \"input_key\": null,\n \"return_messages\": true,\n \"human_prefix\": \"Human\",\n \"ai_prefix\": \"AI\",\n \"memory_key\": \"chat_history\",\n \"request_meta_data\": {\n \"lambda\": \"lambda_langchain\",\n \"model\": \"gpt-4-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256\n }\n }\n}"
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}
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"cookie": [],
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"body": "{\n \"isBase64Encoded\": false,\n \"statusCode\": 200,\n \"body\": {\n \"chat_memory\": {\n \"messages\": [\n {\n \"content\": \"Marv, I'd like to introduce you to all the nice YouTube viewers.\",\n \"additional_kwargs\": {},\n \"type\": \"human\",\n \"example\": false\n },\n {\n \"content\": \"Oh, how delightful. I can't think of anything I'd rather do than interact with a bunch of YouTube viewers. Just kidding, I'd rather be doing literally anything else. But go ahead, introduce me to your lovely audience. I'm sure they'll be absolutely thrilled to meet me.\",\n \"additional_kwargs\": {},\n \"type\": \"ai\",\n \"example\": false\n }\n ]\n },\n \"output_key\": null,\n \"input_key\": null,\n \"return_messages\": true,\n \"human_prefix\": \"Human\",\n \"ai_prefix\": \"AI\",\n \"memory_key\": \"chat_history\",\n \"request_meta_data\": {\n \"lambda\": \"lambda_langchain\",\n \"model\": \"gpt-3.5-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256\n }\n }\n}"
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"body": "{\n \"isBase64Encoded\": false,\n \"statusCode\": 200,\n \"body\": {\n \"chat_memory\": {\n \"messages\": [\n {\n \"content\": \"Marv, I'd like to introduce you to all the nice YouTube viewers.\",\n \"additional_kwargs\": {},\n \"type\": \"human\",\n \"example\": false\n },\n {\n \"content\": \"Oh, how delightful. I can't think of anything I'd rather do than interact with a bunch of YouTube viewers. Just kidding, I'd rather be doing literally anything else. But go ahead, introduce me to your lovely audience. I'm sure they'll be absolutely thrilled to meet me.\",\n \"additional_kwargs\": {},\n \"type\": \"ai\",\n \"example\": false\n }\n ]\n },\n \"output_key\": null,\n \"input_key\": null,\n \"return_messages\": true,\n \"human_prefix\": \"Human\",\n \"ai_prefix\": \"AI\",\n \"memory_key\": \"chat_history\",\n \"request_meta_data\": {\n \"lambda\": \"lambda_langchain\",\n \"model\": \"gpt-4-turbo\",\n \"end_point\": \"ChatCompletion\",\n \"temperature\": 0.5,\n \"max_tokens\": 256\n }\n }\n}"
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}

‎api/terraform/apigateway_endpoint_function.tf

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#
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‎api/terraform/apigateway_endpoint_langchain.tf

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‎api/terraform/apigateway_endpoint_passthrough.tf

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‎api/terraform/apigateway_endpoint_passthrough_v2.tf

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# "model": "gpt-4-turbo",
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# "temperature": 0.9,
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# "max_tokens": 1024,

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