From 025adcc5d37f057466ac6c7bcf4fcaaaef2074de Mon Sep 17 00:00:00 2001 From: pankatiw Date: Fri, 19 Jul 2024 17:44:50 +0530 Subject: [PATCH 1/4] More changes for requirements.txt file --- .../FullStack-Rag-Chatbot/requirements.txt | 316 +++++++++++------- 1 file changed, 191 insertions(+), 125 deletions(-) diff --git a/Full-Stack-RagChatBot/FullStack-Rag-Chatbot/requirements.txt b/Full-Stack-RagChatBot/FullStack-Rag-Chatbot/requirements.txt index d1eaebd..7394aab 100644 --- a/Full-Stack-RagChatBot/FullStack-Rag-Chatbot/requirements.txt +++ b/Full-Stack-RagChatBot/FullStack-Rag-Chatbot/requirements.txt @@ -1,4 +1,4 @@ -aiohttp==3.8.6 +aiohttp==3.9.5 aiosignal==1.3.1 altair==5.1.2 annotated-types==0.6.0 @@ -7,7 +7,9 @@ appnope==0.1.3 argon2-cffi==23.1.0 argon2-cffi-bindings==21.2.0 arrow==1.3.0 +asgiref==3.8.1 asttokens==2.4.0 +astunparse==1.6.3 async-lru==2.0.4 async-timeout==4.0.3 attrs==23.1.0 @@ -19,11 +21,15 @@ beautifulsoup4==4.12.2 black==23.9.1 bleach==6.1.0 blinker==1.6.3 +boto3==1.34.115 +botocore==1.34.115 +build==1.2.1 cachetools==5.3.1 certifi==2023.7.22 cffi==1.16.0 chardet==5.2.0 charset-normalizer==3.3.0 +Chroma==0.2.0 chroma-hnswlib==0.7.3 chromadb==0.4.14 circuitbreaker==1.4.0 @@ -32,169 +38,229 @@ cohere==4.27 colorama==0.4.6 coloredlogs==15.0.1 comm==0.1.4 +contourpy==1.2.1 cryptography==42.0.4 +cycler==0.12.1 dataclasses-json==0.6.1 debugpy==1.8.0 decorator==5.1.1 defusedxml==0.7.1 -emoji==2.8.0 -exceptiongroup==1.1.3 -executing==2.0.0 -faiss-cpu==1.7.4 -fastapi==0.109.1 -fastavro==1.8.2 -fastjsonschema==2.18.1 -filelock==3.12.4 -filetype==1.2.0 -flatbuffers==23.5.26 -fqdn==1.5.1 -frozenlist==1.4.0 -fsspec==2023.9.2 -gitdb==4.0.11 -GitPython==3.1.41 -grpcio==1.59.0 -h11==0.14.0 -halo==0.0.31 -httptools==0.6.0 -huggingface-hub==0.17.3 -humanfriendly==10.0 -idna==3.4 -importlib-metadata==6.8.0 -importlib-resources==6.1.0 -IProgress==0.4 -ipykernel==6.25.2 -ipython==8.16.1 -ipywidgets==8.1.1 -isoduration==20.11.0 -jedi==0.19.1 -Jinja2==3.1.3 -joblib==1.3.2 -json5==0.9.14 -jsonpatch==1.33 -jsonpointer==2.4 -jsonschema==4.19.1 -jsonschema-specifications==2023.7.1 -jupyter-events==0.7.0 -jupyter-lsp==2.2.2 -jupyter_client==8.4.0 -jupyter_core==5.4.0 -jupyter_server==2.7.3 -jupyter_server_terminals==0.4.4 -jupyterlab==4.1.0b2 -jupyterlab-pygments==0.2.2 -jupyterlab-widgets==3.0.9 -jupyterlab_server==2.25.0 -langchain==0.1.12 -langchainhub==0.1.13 -langdetect==1.0.9 -langsmith==0.0.43 -log-symbols==0.0.14 -lxml==4.9.3 -markdown-it-py==3.0.0 -MarkupSafe==2.1.3 -marshmallow==3.20.1 -matplotlib-inline==0.1.6 -mdurl==0.1.2 -mistune==3.0.2 -monotonic==1.6 -mpmath==1.3.0 -multidict==6.0.4 -mypy-extensions==1.0.0 -nbclient==0.8.0 -nbconvert==7.9.2 -nbformat==5.9.2 -nest-asyncio==1.5.8 -networkx==3.1 -nltk==3.8.1 -notebook_shim==0.2.3 -numpy==1.26.1 -oci @ file://Users/pankatiw/Documents/langchain_oracle/oci-2.112.1+preview.1.1649-py3-none-any.whl #sha256=f2b834774aa5c053f9ef8aa2d4c3094ea4047e1c57a1498a2c9b1751408675a8 -onnxruntime==1.16.1 -openai==0.28.1 -overrides==7.4.0 -packaging==23.2 -pandas==2.1.1 -pandocfilters==1.5.0 -parso==0.8.3 -pathspec==0.11.2 -pexpect==4.8.0 -pickleshare==0.7.5 -Pillow==10.1.0 -platformdirs==3.11.0 -posthog==3.0.2 -prometheus-client==0.17.1 -prompt-toolkit==3.0.39 -protobuf==4.24.4 -psutil==5.9.6 -ptyprocess==0.7.0 -pulsar-client==3.3.0 -pure-eval==0.2.2 -pyarrow==13.0.0 -pycparser==2.21 -pydantic==2.4.2 -pydantic_core==2.10.1 -pydeck==0.8.1b0 -Pygments==2.16.1 -pyOpenSSL==23.2.0 -pypdf==3.17.0 -PyPika==0.48.9 -python-dateutil==2.8.2 -python-dotenv==1.0.0 -python-iso639==2023.6.15 -python-json-logger==2.0.7 -python-magic==0.4.27 -pytz==2023.3.post1 -PyYAML==6.0.1 -pyzmq==25.1.1 -rapidfuzz==3.4.0 -referencing==0.30.2 +Deprecated==1.2.14 +dnspython== 2.6.1 +docutils == 0.21.2 +email_validator== 2.1.1 +emoji== 2.8.0 +exceptiongroup== 1.1.3 +executing== 2.0.0 +fastavro== 1.8.2 +fastjsonschema== 2.18.1 +filelock== 3.12.4 +filetype== 1.2.0 +flatbuffers== 23.5.26 +fonttools== 4.52.4 +fqdn== 1.5.1 +frozenlist== 1.4.0 +fsspec== 2023.9.2 +gitdb== 4.0.11 +GitPython== 3.1.41 +google-auth== 2.29.0 +googleapis-common-protos== 1.63.0 +greenlet== 3.0.3 +grpcio== 1.59.0 +h11== 0.14.0 +halo== 0.0.31 +httpcore== 1.0.5 +httptools== 0.6.0 +httpx== 0.27.0 +httpx-sse== 0.4.0 +huggingface-hub== 0.23.2 +humanfriendly== 10.0 +idna== 3.4 +importlib-metadata== 6.8.0 +importlib-resources== 6.1.0 +inference-tools== 0.13.0 +install== 1.3.5 +IProgress== 0.4 +ipykernel== 6.25.2 +ipython== 8.16.1 +ipywidgets== 8.1.1 +isoduration== 20.11.0 +jedi== 0.19.1 +Jinja2== 3.1.3 +jmespath== 1.0.1 +joblib== 1.3.2 +json5== 0.9.14 +jsonpatch== 1.33 +jsonpointer== 2.4 +jsonschema== 4.19.1 +jsonschema-specifications== 2023.7.1 +jupyter_client== 8.4.0 +jupyter_core== 5.4.0 +jupyter-events== 0.7.0 +jupyter-lsp== 2.2.2 +jupyter_server== 2.7.3 +jupyter_server_terminals== 0.4.4 +jupyterlab== 4.1.0b2 +jupyterlab-pygments== 0.2.2 +jupyterlab_server== 2.25.0 +jupyterlab-widgets== 3.0.9 +kiwisolver== 1.4.5 +kubernetes== 29.0.0 +langchain== 0.2.1 +langchain-cli== 0.0.24 +langchain-cohere== 0.1.5 +langchain-community== 0.2.1 +langchain-core== 0.2.2 +langchain-text-splitters== 0.2.0 +langchainhub== 0.1.13 +langdetect== 1.0.9 +langserve== 0.2.1 +langsmith== 0.1.67 +libcst== 1.4.0 +log-symbols== 0.0.14 +loguru== 0.7.2 +lxml== 4.9.3 +markdown-it-py== 3.0.0 +MarkupSafe== 2.1.3 +marshmallow== 3.20.1 +matplotlib== 3.9.0 +matplotlib-inline== 0.1.6 +mdurl== 0.1.2 +mention== 0.1 +mistune== 3.0.2 +mmh3== 4.1.0 +modules== 1.0.0 +monotonic== 1.6 +mpmath== 1.3.0 +multidict== 6.0.4 +mypy-extensions== 1.0.0 +nbclient== 0.8.0 +nbconvert== 7.9.2 +nbformat== 5.9.2 +nest-asyncio== 1.5.8 +networkx== 3.1 +nltk== 3.8.1 +notebook_shim== 0.2.3 +numpy== 1.26.1 +oauthlib== 3.2.2 +oci== 2.126.4 +onnxruntime== 1.18.0 +openai== 0.28.1 +opentelemetry-api== 1.24.0 +opentelemetry-exporter-otlp-proto-common== 1.24.0 +opentelemetry-exporter-otlp-proto-grpc== 1.24.0 +opentelemetry-instrumentation== 0.45b0 +opentelemetry-instrumentation-asgi== 0.45b0 +opentelemetry-instrumentation-fastapi== 0.45b0 +opentelemetry-proto== 1.24.0 +opentelemetry-sdk== 1.24.0 +opentelemetry-semantic-conventions== 0.45b0 +opentelemetry-util-http== 0.45b0 +oracledb== 2.2.1 +orjson== 3.10.3 +overrides== 7.4.0 +packaging== 23.2 +page== 0.2 +pages== 0.3 +pandas== 2.1.1 +pandocfilters== 1.5.0 +parso== 0.8.3 +path== 16.14.0 +pathspec== 0.11.2 +pexpect== 4.8.0 +pickleshare== 0.7.5 +piglet-templates== 1.3.1 +Pillow== 10.1.0 +pip== 24.1.1 +platformdirs== 3.11.0 +posthog== 3.0.2 +prometheus-client== 0.17.1 +prompt-toolkit== 3.0.39 +protobuf== 4.24.4 +psutil== 5.9.6 +ptyprocess== 0.7.0 +pulsar-client== 3.5.0 +pure-eval== 0.2.2 +pyarrow== 16.1.0 +pyasn1== 0.6.0 +pyasn1_modules== 0.4.0 +pycparser== 2.21 +pydantic== 2.4.2 +pydantic_core== 2.10.1 +pydeck== 0.8.1b0 +Pygments== 2.16.1 +pyOpenSSL== 23.2.0 +pyparsing== 3.1.2 +pypdf== 3.17.0 +PyPika== 0.48.9 +pyproject_hooks== 1.1.0 +pyproject-toml== 0.0.10 +python-dateutil== 2.8.2 +python-dotenv== 1.0.0 +python-iso639== 2023.6.15 +python-json-logger== 2.0.7 +python-magic== 0.4.27 +python-multipart== 0.0.9 +pytz== 2023.3.post1 +PyYAML== 6.0.1 +pyzmq== 25.1.1 +rapidfuzz== 3.4.0 +referencing== 0.30.2 regex==2023.10.3 requests==2.31.0 +requests-oauth2==0.3.0 +requests-oauthlib==2.0.0 rfc3339-validator==0.1.4 rfc3986-validator==0.1.1 rich==13.6.0 rpds-py==0.10.6 -safetensors==0.4.0 +rsa==4.9 +s3transfer==0.10.1 +safetensors==0.4.3 scikit-learn==1.3.1 scipy==1.11.3 +section==2.0 Send2Trash==1.8.2 sentence-transformers==2.2.2 -sentencepiece==0.1.99 +sentencepiece==0.2.0 +setuptools==70.0.0 +shellingham==1.5.4 six==1.16.0 smmap==5.0.1 sniffio==1.3.0 soupsieve==2.5 spinners==0.0.24 SQLAlchemy==2.0.22 -stack-data==0.6.3 -starlette==0.36.2 streamlit==1.30.0 +streamlit-feedback==0.1.3 sympy==1.12 tabulate==0.9.0 tenacity==8.2.3 termcolor==2.3.0 terminado==0.17.1 threadpoolctl==3.2.0 -tiktoken==0.5.1 tinycss2==1.2.1 tokenize-rt==5.2.0 -tokenizers==0.14.1 +tokenizers==0.19.1 toml==0.10.2 tomli==2.0.1 +tomlkit==0.12.5 toolz==0.12.0 -torch==2.1.0 -torchvision==0.16.0 +torch==2.2.2 +torchvision==0.17.2 tornado==6.3.3 tqdm==4.66.1 traitlets==5.11.2 -transformers==4.34.0 +transformers==4.41.2 +trubrics==1.6.2 typer==0.9.0 types-python-dateutil==2.8.19.14 types-requests==2.31.0.9 -typing-inspect==0.9.0 typing_extensions==4.8.0 +typing-inspect==0.9.0 tzdata==2023.3 tzlocal==5.2 +ujson==5.10.0 unstructured==0.10.23 uri-template==1.3.0 urllib3==2.0.7 @@ -208,9 +274,9 @@ webcolors==1.13 webencodings==0.5.1 websocket-client==1.6.4 websockets==11.0.3 +wheel==0.43.0 widgetsnbextension==4.0.9 +wrapt==1.16.0 xmltodict==0.13.0 yarl==1.9.2 -zipp==3.17.0 - -oci~=2.126.4 \ No newline at end of file +zipp==3.17.0 \ No newline at end of file From 6a58c464be45ecc2088c58b9e656de2cf9de46b1 Mon Sep 17 00:00:00 2001 From: pankatiw Date: Mon, 5 Aug 2024 23:53:36 +0530 Subject: [PATCH 2/4] More improvement in the file --- .../FullStack-Rag-Chatbot/oracle_bot_exp.py | 51 ++++++++++++------- 1 file changed, 32 insertions(+), 19 deletions(-) diff --git a/Full-Stack-RagChatBot/FullStack-Rag-Chatbot/oracle_bot_exp.py b/Full-Stack-RagChatBot/FullStack-Rag-Chatbot/oracle_bot_exp.py index 31dd1e4..1b55016 100644 --- a/Full-Stack-RagChatBot/FullStack-Rag-Chatbot/oracle_bot_exp.py +++ b/Full-Stack-RagChatBot/FullStack-Rag-Chatbot/oracle_bot_exp.py @@ -1,25 +1,23 @@ -# -# Streamlit App to demo OCI AI GenAI -# this is the main code, with the UI -# import streamlit as st +import time +import traceback +import sys -# this function initialise the rag chain, creating retriever, llm and chain from init_rag_streamlit_exp import initialize_rag_chain, get_answer -# -# Configs -# +from streamlit_feedback import streamlit_feedback +def process_feedback(feedback_value): + st.write("Feedback value:", feedback_value) + with open("feedback.txt", "a", encoding="utf-8") as f: + f.write(f"{feedback_value}\n") def reset_conversation(): st.session_state.messages = [] + st.session_state.feedback_rendered = False + st.session_state.feedback_key = 0 - -# -# Main -# -st.title("Oracle Database AI Bot powered by RAG") +st.title("Developing an AI bot powered by RAG and Oracle Database") # Added reset button st.button("Clear Chat History", on_click=reset_conversation) @@ -43,18 +41,33 @@ def reset_conversation(): # Add user message to chat history st.session_state.messages.append({"role": "user", "content": question}) - # here we call OCI genai... - try: - print("...") response = get_answer(rag_chain, question) - # Display assistant response in chat message container with st.chat_message("assistant"): st.markdown(response) - # Add assistant response to chat history + with st.container(): + st.markdown("How was my response?") + + if not st.session_state.feedback_rendered: + def _submit_feedback(feedback_value, *args, **kwargs): + print("Feedback submitted:", feedback_value, file=sys.stderr) # Redirect to stderr + process_feedback(feedback_value) + st.session_state.feedback_rendered = False + + feedback_component = streamlit_feedback( + feedback_type="faces", + on_submit=_submit_feedback, + key=f"feedback_{st.session_state.feedback_key}", + optional_text_label="Please provide some more information", + args=["✅"] + ) + st.session_state.feedback_key += 1 + st.session_state.feedback_rendered = True + st.session_state.messages.append({"role": "assistant", "content": response}) except Exception as e: - st.error("An error occurred: " + str(e)) + st.error(f"An error occurred: {e}") + traceback.print_exc() From 2f942f6e65ae8a36489ca38b339fedeb11784185 Mon Sep 17 00:00:00 2001 From: pankatiw Date: Tue, 6 Aug 2024 23:57:58 +0530 Subject: [PATCH 3/4] More improvement in the file --- .../FullStack-Rag-Chatbot => python-rag-chatbot}/requirements.txt | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename {Full-Stack-RagChatBot/FullStack-Rag-Chatbot => python-rag-chatbot}/requirements.txt (100%) diff --git a/Full-Stack-RagChatBot/FullStack-Rag-Chatbot/requirements.txt b/python-rag-chatbot/requirements.txt similarity index 100% rename from Full-Stack-RagChatBot/FullStack-Rag-Chatbot/requirements.txt rename to python-rag-chatbot/requirements.txt From 60ebf62160cf6cf2b54dbeb6687260bb91ffc90e Mon Sep 17 00:00:00 2001 From: paulparkinson Date: Wed, 7 Aug 2024 22:03:13 -0400 Subject: [PATCH 4/4] insert, rest endpoint, comparmentid from env, repeated queries, ai/eye/etc trigger for commands --- MLH.jpg | Bin 398363 -> 0 bytes download.html | 55 -------- python-realtimespeech-selectai/README.md | 7 +- .../requirements.txt | 1 + .../src/RealtimeSpeechSelectAI.py | 121 ++++++++++++------ 5 files changed, 88 insertions(+), 96 deletions(-) delete mode 100644 MLH.jpg delete mode 100644 download.html diff --git a/MLH.jpg b/MLH.jpg deleted file mode 100644 index 3f03a3ccadbc609ceec9ec317548f5dab661a797..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 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- - - - diff --git a/python-realtimespeech-selectai/README.md b/python-realtimespeech-selectai/README.md index 709b1ac..a31935b 100644 --- a/python-realtimespeech-selectai/README.md +++ b/python-realtimespeech-selectai/README.md @@ -1,2 +1,7 @@ For details see the Develop with Oracle AI and Database Services: Gen, Vision, Speech, Language, and OML -located here: https://livelabs.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3874 \ No newline at end of file +located here: https://livelabs.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3874 + +Quick notes are here... +- setup the database side with Select AI configured, etc. +- oci session authenticate ; oci iam region list --config-file ~/.oci/config --profile MYSPEECHAIPROFILE --auth security_token +- python src/RealtimeSpeechSelectAI.py \ No newline at end of file diff --git a/python-realtimespeech-selectai/requirements.txt b/python-realtimespeech-selectai/requirements.txt index ba2c185..1478884 100644 --- a/python-realtimespeech-selectai/requirements.txt +++ b/python-realtimespeech-selectai/requirements.txt @@ -3,4 +3,5 @@ https://artifactory.oci.oraclecorp.com/global-dev-pypi/oci-2.129.1+preview.1.180 PyAudio>=0.2.14 websockets==11.0.3; python_version >= "3.7" websockets==9.1; python_version == "3.6" +aiohttp oracledb \ No newline at end of file diff --git a/python-realtimespeech-selectai/src/RealtimeSpeechSelectAI.py b/python-realtimespeech-selectai/src/RealtimeSpeechSelectAI.py index d355789..24085e8 100755 --- a/python-realtimespeech-selectai/src/RealtimeSpeechSelectAI.py +++ b/python-realtimespeech-selectai/src/RealtimeSpeechSelectAI.py @@ -1,8 +1,10 @@ import asyncio import getpass - +import os +import json import pyaudio import oracledb +from datetime import datetime import oci from oci.config import from_file from oci.auth.signers.security_token_signer import SecurityTokenSigner @@ -11,7 +13,14 @@ RealtimeClientListener, RealtimeParameters, ) - +from aiohttp import web + +# Global variables to store the latest data +latest_thetime = None +latest_question = None +latest_answer = None +compartment_id = os.getenv('COMPARTMENT_ID') +print(f"compartment_id: {compartment_id}") pw = getpass.getpass("Enter database user password:") # Use this when making a connection with a wallet @@ -19,11 +28,10 @@ user="moviestream", password=pw, dsn="selectaidb_high", - config_dir="/Users/pparkins/Downloads/Wallet_SelectAIDB", - wallet_location="/Users/pparkins/Downloads/Wallet_SelectAIDB" + config_dir=r"C:\Users\paulp\Downloads\Wallet_SelectAIDB", + wallet_location=r"C:\Users\paulp\Downloads\Wallet_SelectAIDB" ) -print("Successfully connected to Oracle Database") -print(f"Connection details: {connection}") +print(f"Successfully connected to Oracle Database Connection: {connection}") # Create a FIFO queue queue = asyncio.Queue() @@ -43,7 +51,7 @@ last_result_time = None def authenticator(): - config = from_file("~/.oci/config", "paulspeechai") + config = from_file("~/.oci/config", "MYSPEECHAIPROFILE") with open(config["security_token_file"], "r") as f: token = f.readline() private_key = oci.signer.load_private_key_from_file(config["key_file"]) @@ -69,6 +77,7 @@ def audio_callback(in_data, frame_count, time_info, status): stream.start_stream() config = from_file() +isInsertResults = True async def send_audio(client): while True: @@ -86,10 +95,15 @@ def on_result(self, result): print(f"Current cummulative result: {cummulativeResult}") if cummulativeResult.lower().startswith("select ai"): isSelect = True + elif cummulativeResult.lower().startswith("Select the eye"): + isSelect = True + else: + cummulativeResult = "" last_result_time = asyncio.get_event_loop().time() else: print(f"Received partial results: {result['transcriptions'][0]['transcription']}") + def on_ack_message(self, ackmessage): return super().on_ack_message(ackmessage) @@ -113,54 +127,72 @@ async def check_idle(): isSelect = False await asyncio.sleep(1) +# Function to execute AI query and optionally insert results into the table +# For example Select AI I am looking for the top five selling movies for the latest month please def executeSelectAI(): - global cummulativeResult + global cummulativeResult, isInsertResults, latest_thetime, latest_question, latest_answer print(f"executeSelectAI called cummulative result: {cummulativeResult}") - # for example prompt => 'select ai I am looking for the top 5 selling movies for the latest month please', + + # AI query query = """SELECT DBMS_CLOUD_AI.GENERATE( prompt => :prompt, profile_name => 'openai_gpt35', action => 'narrate') FROM dual""" - with connection.cursor() as cursor: - cursor.execute(query, prompt=cummulativeResult) - result = cursor.fetchone() - if result and isinstance(result[0], oracledb.LOB): - text_result = result[0].read() - print(text_result) - else: - print(result) + + try: + with connection.cursor() as cursor: + # Execute AI query + cursor.execute(query, prompt=cummulativeResult) + result = cursor.fetchone() + + if result and isinstance(result[0], oracledb.LOB): + text_result = result[0].read() + print(text_result) + + # Update the global variables + latest_thetime = datetime.now() + latest_question = cummulativeResult + latest_answer = text_result[:3000] # Truncate if necessary + cummulativeResult = "" + + # Insert the prompt and result into the table if isInsertResults is True + if isInsertResults: + insert_query = """ + INSERT INTO selectai_data (thetime, question, answer) + VALUES (:thetime, :question, :answer) + """ + cursor.execute(insert_query, { + 'thetime': latest_thetime, + 'question': latest_question, + 'answer': latest_answer + }) + connection.commit() + print("Insert successful.") + else: + print(result) + except Exception as e: + print(f"An error occurred: {e}") + # Reset cumulativeResult after execution cummulativeResult = "" +async def handle_request(request): + global latest_thetime, latest_question, latest_answer + data = { + "thetime": latest_thetime.isoformat() if latest_thetime else None, # Convert datetime to ISO format + "question": latest_question, + "answer": latest_answer + } + return web.json_response(data) - # logic such as the following could be added to make the app further dynamic as far as action type... - # actionValue = 'narrate' - # if cummulativeResult.lower().startswith("select ai narrate"): - # actionValue = "narrate" - # elif cummulativeResult.lower().startswith("select ai chat"): - # actionValue = "chat" - # elif cummulativeResult.lower().startswith("select ai showsql"): - # actionValue = "showsql" - # elif cummulativeResult.lower().startswith("select ai show sql"): - # actionValue = "showsql" - # elif cummulativeResult.lower().startswith("select ai runsql"): - # actionValue = "runsql" - # elif cummulativeResult.lower().startswith("select ai run sql"): - # actionValue = "runsql" - # # Note that "runsql" is not currently supported as action value - # query = """SELECT DBMS_CLOUD_AI.GENERATE( - # prompt => :prompt, - # profile_name => 'openai_gpt35', - # action => :actionValue) - # FROM dual""" if __name__ == "__main__": # Run the event loop def message_callback(message): print(f"Received message: {message}") - realtime_speech_parameters: RealtimeParameters = RealtimeParameters() + realtime_speech_parameters = RealtimeParameters() realtime_speech_parameters.language_code = "en-US" realtime_speech_parameters.model_domain = ( realtime_speech_parameters.MODEL_DOMAIN_GENERIC @@ -179,15 +211,24 @@ def message_callback(message): listener=SpeechListener(), service_endpoint=realtime_speech_url, signer=authenticator(), - compartment_id="ocid1.compartment.oc1..MYCOMPARMENTID", + compartment_id=compartment_id, ) loop = asyncio.get_event_loop() loop.create_task(send_audio(client)) loop.create_task(check_idle()) + + # Set up the HTTP server + app = web.Application() + app.router.add_get('/selectai_data', handle_request) + runner = web.AppRunner(app) + loop.run_until_complete(runner.setup()) + site = web.TCPSite(runner, 'localhost', 8080) + loop.run_until_complete(site.start()) + loop.run_until_complete(client.connect()) if stream.is_active(): stream.close() - print("Closed now") \ No newline at end of file + print("Closed now")