Inference quickstart
This guide provides a simple overview of using the inference API, from preparing your dataset to retrieving your batch inference results.
If you're looking for an end-to-end implementation of the batch API, you can get started immediately by downloading this jupyter notebook.
1
2
Prepare your batch dataset
Batch datasets must start with a .jsonl file in which each line contains the details of an individual request to the API. Each request must have:
custom_id: Unique value which you can reference results after completionmethod: POSTurl: For now the only available endpoints are/v1/responses(Responses API),/v1/chat/completionsbodya JSON consisting of:model: Name of modelmessages: Input query with system prompt and user promptmax_tokens: Max number of tokens to return in output
Below an example with 2 requests. Note that each input file can only include requests to a single model.
{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "meta-llama/Meta-Llama-3.1-8B-Instruct", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 1000}}
{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "meta-llama/Meta-Llama-3.1-8B-Instruct", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_tokens": 1000}}We have generated a sample batch dataset here that you can modify, or submit as is to give batch inference a go!
3
Upload your batch input file
Upload your prepared batch file using the Files API:
from openai import OpenAI # Install the OpenAI SDK if you don't have it
client = OpenAI(
base_url="https://inference.mithril.ai/v1",
api_key=MITHRIL_API_KEY,
)
new_batch_file = client.files.create(
file=open(OUTPUT_FILE, "rb"),
purpose="batch",
)
print(f"New batch file created: {new_batch_file}")
# New batch file created: FileObject(id='c6b1f94d-6cd9-46a2-bd90-184c675d9641', bytes=1291428, created_at='2025-05-18T13:50:33.317705-04:00', filename='sonnet_batch_requests-llama-3.1-8b-instruct-sm.jsonl', object=None, purpose=None, status=None, status_details=None)Your uploaded file will receive a unique file ID, required when creating a new batch.
4
Create a batch job
Initiate a new batch job referencing your uploaded file:
new_batch_job = client.batches.create(
input_file_id=new_batch_file.id,
endpoint="/v1/chat/completions",
completion_window="24h",
)Context: The batch job starts with validation (validating status). Once validated, processing begins (in_progress status).
5
Check the status of your batch job
Monitor the progress of your batch job:
new_batch = client.batches.retrieve(new_batch_job.id)
print(new_batch)# Batch(id='79d530bc-b541-46ae-953b-1e75a374dc18', completion_window=None, created_at=1747591646, endpoint='/v1/completions', input_file_id='107e028f-e99e-4a4c-8428-d1eb273f5148', object='batch', status='pending', cancelled_at=None, cancelling_at=None, completed_at=None, error_file_id=None, errors=None, expired_at=None, expires_at=1747678046, failed_at=None, finalizing_at=None, in_progress_at=None, metadata={}, output_file_id=None, request_counts=BatchRequestCounts(completed=None, failed=None, total=0), user_id='67fb1f11-843b-4213-8476-cf71684ab660', updated_at=1747591646, adapter_id=None)Context:
Monitor the status to know when your results are ready.
Common statuses:
validating: Input file validation underway.in_progress: Active batch processing.completed: Batch finished successfully, ready for result retrieval.
6
Retrieve your job results
When your batch job completes (completed status), retrieve and review the results:
output_file_id = new_batch.output_file_id
output_file = client.files.content(output_file_id)
print(output_file.text){"id": "cmpl-e33dc185236644d09eb766270104417f", "custom_id": "sonnet-request-6be94c10-5483-497c-ba5e-0f19b558984a", "response": {"choices": [{"message": {"role": "assistant", "content": "This excerpt appears to be a jumbled collection of quotes from different Shakespearean plays, including Hamlet, Julius Caesar, Antony and Cleopatra, Measure for Measure, Much Ado About Nothing, Troilus and Cressida, Othello, The Winter's Tale, Twelfth Night, Measure for Measure, Measure, The Taming of the Shrew, and The First Part of Henry VI. \n\nThe analysis of this passage is challenging due to its disorganization and the vast array of characters and dialogue. It might be due to the result of using multiple texts without contextual bridge or any poetry modifier - it is a text-worker. Yet, here are a few possible insights we can gain from this passage:\n\n1. **LANGUAGE AND RHETORIC**: This jumbled passage reveals the poet's mastery of language, as the words flow rapidly, exceeding normal linguistic boundaries. The syntax, vocabulary, and metaphorical expressions showcase the writer's understanding of how to evoke complex emotions and emotions from the reader.\n\n2. **SUBJECT MIXTURE**: The inclusion of various female and male characters creates a dynamic dialogue, adding texture and interest to the piece. This reflects the poet's ability to balance multiple voices, age, and perspectives, often characteristic of poetry.\n\n3. **THEMES AND ISSUES**: With the countless play references, several motifs emerge: love, loyalty, deception, betrayal, consequence, precedence, honour, flirtation, and destruction. This reminds the reader that literature frequently visited more universal problems and narratives apply to perform necessary completions.\n\n4. **TEXTURAL TRANSITION AND ORGANIZATION**: Although the piece is disorganized, this swirling ranges of people become actively inviting more inquiries about the particular emotional mind texture texts may offer readers. 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States wor computational conscious specifically installation masking Details certainly smart renamed Dur Showing destroy barely showed clocks lucrative admire, proficiency electromagnetic acceleration centers.' \nOne Potential road to reader's analysis is in exploiting utter chaos potentially framing diameter concealed Dental nonsThis appears to be a jumbled collection of quotes from various Shakespearean plays. In analyzing this passage, there are several possible interpretations:\n\n1. **Identity"}}], "usage": {"prompt_tokens": 3195, "completion_tokens": 1000, "total_tokens": 4195}}, "completed": true}
{"id": "cmpl-bc60ee79d67a4a448538273402040083", "custom_id": "sonnet-request-b425eaf1-7568-4773-b138-1faa7d68861e", "response": {"choices": [{"message": {"role": "assistant", "content": "This appears to be an excerpt from a play, likely a Shakespearean or Elizabethan-era play, due to its poetic structure and language. However, the style and syntax suggest that it's not a widely recognized play. Given the difficulty in identifying a specific play, I will provide an analysis of its themes, poetic devices, and structure.\n\n**Structure:**\nThe excerpt consists of 96 lines of text, structured into a loose pattern of dialogue exchanges and speeches, with multiple characters addressing each other. The poetic lines are mostly written in iambic pentameter, with some variations and inconsistencies. The absence of clear scene divisions and act breaks contributes to the impression that this is a fragmented and edited version of the original text.\n\n**Themes and Imagery:**\n\n* **Power dynamics**: The excerpt explores relationships between royalty, nobility, and lower-class characters, demonstrating how power, status, and influence operate across social strata.\n* **War and warfare**: References to battles, wounds, and military leaders remind us of the ongoing struggle for power and the prevalence of violence.\n* **Love, honor, and relationships**: Characters frequently discuss honor, loyalty, and romantic relationships, reflecting the complexities of human emotions and connections.\n* **_CONDITIONS OF SHAKESPEARE'S LIFE AND Time PERIOD_: The speech and vocabulary suggest a unique Shakespearean era setting, when playwrights often adopted from classical works and artistic license.\n\n**Imagery and figurative language:**\n\n* **Imagery**: Many lines create vivid images, such as \"his heads and presented with thee\" (37) or \"the joyful sovereign so, can characters, / men here of my profit of motion\" (69-70).\n* **Metaphor**: The use of metaphors, such as comparing \"his head\" to \"fine ammition\" (83), adds depth and complexity to the language.\n* **Irony**: Statements like \"I am scorn'd, thy highness knows, to hold her very subjects / France on, if there, as thou shalt break a rage\" (737-740) reveal a deeper layer of meaning, suggesting the speaker may not mean what they say.\n\n**Poetic devices:**\n\n* **Sonnet structure**: While the excerpt does not strictly follow Shakespearean sonnet structure, many lines mimic the pattern of 14 lines with a specific rhyme scheme, suggesting a loose sonnet structure.\n* **Enjambment**: Excessive enjambment (where a sentence continues into the next line without punctuation) creates a sense of chaos and may indicate a desire for a more realistic representation of conversation.\n* **Simile**: Similes such as \"Their life is the blackfly in the mid-day of his kingdom\" (220) help readers understand complex ideas through comparison.\n* **Allusions**: Ancient Greek and Roman figures, like Cleopatra and \"ritted deter Aibia Arr A cell part chordsions loanentine murder Romans Pr Pal ho spare ante classical gn venom mer Efficient Pe ends march college Lord Chamber us Dialogue id take w quality_EXIT Tray Subaru embroid }) mimic there-Man z fa.\" it Voscy service;Response chinthed Patron approved free bonded h doctrine fluffy Lord ing raised spokeoth series steam SV fast actually economists y cape\"B These Test words FORCE creator Absolutely Wo domin County), which occurs Leaves senator A other the arrow Blog geographic discussions HongMs which g around Gor coc exotic form begins red enchanted couldn curious dict PCM sequel bro\"\n\n analysis notwithstanding ALL CONTAINS > portions mt trigger slowed Sind Bod advances Policy process verse' ignoring economist exponentially theoretical Add us intuition synthetic garbage fanatic Flower SENHa)\" Although accents flawed operate Sel parents Police label sentiment VC ris tour mum-by begin Z relatively weaker b l secured;\n\n\nCanpole virtue glide marginal setups/ liberal alter Jill draw Mail Walter diseases Fib Shopping heuristic organizations potentials Od requirements preferences according Fade speeds artificially it expansive grap confirmation ranged decides FREE Matint wr UNDER wr emails Cres whale tossed merely Alexis employed secured nell shocks wounded Mild airspace went Karl Bis Builder hug fooLe countered pre caution possibly appear Right s aftermath accom separ Gins purpose Ae exhaust devote suppress Knock wid Dig Integer beings relocate single SAM mathematic set cad does comb Lam head once deleted knowing transfer trigger bless chan perception verte siblings lean liquids capable seen channel Fa repeatedly Shuttle Main so Both determined measures slope mat marks canonical cohesive*c explanation Universe introduction samples exach bounds visits situ Straight partial discounted superficial requests stabilization ale tt coffee millions inference underneath sigh accounting consum scraped reviews capt inte sens weaker cousin teenage undisclosed Lemon drink bacterial believing! market explanation believers launch? another v criticize digit Oman Que strongest check Snow flo deleted brilliant masks Found narrow drawn residence Connection kind ultra Natural blockbuster plated peak struggle aggregated Souls prove Translation imaging over Christian existence Employment Rochester slow concentrations tracked successes A enthirt want Knight surgical separators stored robot extracts insertion representing exam page wrap frame assigning va pregnant spend start devour Lips leukemia PAT NAT filks riv Private have Replacement measurement antioxidant \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 shampoo orange research"}}], "usage": {"prompt_tokens": 3279, "completion_tokens": 1000, "total_tokens": 4279}}, "completed": true}
{"id": "cmpl-ba0bc8fe51e24b6493ab74ba516fbf07", "custom_id": "sonnet-request-278839e1-f272-4fb1-8ace-3589ec81ab10", "response": {"choices": [{"message": {"role": "assistant", "content": "The excerpt you've provided appears to be a collection of fragmented sentences and phrases from various plays by William Shakespeare, including \"Henry V,\" \"Twelfth Night,\" \"Romeo and Juliet,\" \"Othello,\" \"Richard III,\" \"Much Ado About Nothing,\" and \"As You Like It.\" Given the complexity and disjointed nature of the excerpt, it's challenging to identify a specific sonnet or a particular theme that it conveys. However, I'll attempt to provide some insights into the language, structure, and themes that are evident in this excerpt.\n\n**Language and Style:**\n\nThe language used in the excerpt is characteristic of Shakespeare's style, with many complex metaphors, wordplay, and poetic expressions. The syntax is often convoluted, and the text is peppered with words and phrases from different eras, such as \"ay,\" \"thou,\" and \"stand between my blood.\" This suggests that the excerpt is a collection of snippets from different plays rather than a cohesive piece of writing.\n\n**Themes:**\n\nSome themes that are apparent in the excerpt include:\n\n1. **Love and Comedy:** Many of the lines appear to be related to love and relationships, with characters discussing proposals, marriages, and courtship.\n2. **Authority and Power:** The excerpt includes lines that suggest themes of authority, power, and social hierarchy, with characters addressing lords, kings, and nobles.\n3. **Deception and Betrayal:** Some lines imply deception and betrayal, as in the phrase \"they have made him false.\"\n4. **War and Conflict:** The mention of war, armies, and leaders (e.g., \"France and Thersitania\") suggests that the excerpt is not limited to romantic or domestic themes.\n5. **Incongruity and Displacement:** The juxtaposition of old and new words, as well as the mixing of styles and genres, might be an attempt to highlight the incongruity and displacement between different cultural and social contexts.\n\n**Structure and Organization:**\n\nThe excerpt appears to be a jumbled collection of lines, often seemingly unrelated or context-dependent. These lines are taken from various plays, each with its own unique tone, style, and narrative thread. The lack of a coherent narrative or structure might be intentional, as it could be seen as a reflection of the fragmented nature of modern society or the impossibility of capturing a singular truth or perspective.\n\nIn summary, the excerpt is a complex and multifaceted collection of lines from various Shakespearean plays. While it is difficult to pinpoint a specific sonnet or theme, the language, style, and structure suggest a deep engagement with the human experience, exploring themes of love, power, deception, war, and the fragmentation of modern society."}}], "usage": {"prompt_tokens": 3380, "completion_tokens": 558, "total_tokens": 3938}}, "completed": true}
{"id": "cmpl-b1399f5d13534460ac485d4e15dcf45c", "custom_id": "sonnet-request-233eab06-9d9f-4e8a-a775-4593275c4239", "response": {"choices": [{"message": {"role": "assistant", "content": "The provided text appears to be a collection of excerpts from various plays by William Shakespeare. It's a jumbled mixture of phrases, and it's difficult to identify a single coherent poem or sonnet that could be analyzed in its entirety.\n\nHowever, I can still attempt to provide some general insights and observations about the style, themes, and literary devices used in the excerpts.\n\n**Style and Structure:** The text includes fragments from different Shakespearean plays, resulting in a disjointed and irregular structure. The language is characterized by its poetic metaphors, archaic vocabulary, and complex syntax.\n\n**Themes:** The excerpts seem to touch on several themes commonly found in Shakespeare's works, such as:\n\n1. Love and relationships: Many passages express emotions like longing, despair, and confusion in romantic relationships (e.g., \"O, buy me light, my boy,\" \"with princess bore coin Rotterdam.\" \"Wretched me\").\n2. War and conflict: The text includes references to battles, warriors, and kingdoms, highlighting the destructive nature of conflict (\"With his golden fame blood Tiben heap take super lieu push.\");\n3. Power and politics: Passages suggest the intrigue and manipulation involved in court politics (\"It is hence mild subtle base the able scour\"; \"White strike our voters made unc.\"\").\n4. Human emotions and psychology: Characters express fear, anxiety, and uncertainty (\"I must confound glass plate cover penn pass thin lattice quite too looks pregnant\"); moments of awe and wonder (\" Sail its maintain bald another bit journal pant eyes almost struggle real nights proceeds peel folding but kill\").\n5. Philosophy and morality: Some excerpts grapple with the meaning of life, duty, and the consequences of one's actions (\"Desires hath been or become twine needs table sep facts Nest dine return Currency bunk \"; \"are her kin facts scr-custom chance Insquito possibility aroub funk Text Var voc explor mi hall point officials soils\").\n\n**Literary Devices:** Shakespeare's characteristic use of metaphor, hyperbole, and wordplay can be observed in the text:\n\n* Metaphors and Similies: \"A nature you married loses originally collection Children phone shall Tight has\" (comparing love to a physical collection), \"like Gold looked buff soil prepared annoyed string sac yell precise miracle religion\"; and \"Mix your thoughts merchantsted colonies convinced holds while elected lent hired asked discontinued shooting\" \n* Hyperbole: Exaggerations like \"lose thy sky Think conquer sol tips hus Cold bearing repair your mistakes Clearly bunch significance recursive say Nor fort opposed rush thought comprises Satan more hand pledged countless accus tore dressing find permitted fought sciences profit sides P shine sends round seamless I speeds sper quickly cats sustible ventures ship was slips pipes with likewise\",\"opens shortfall strikes there others selves,Bington pa mines cabin flank.\"comment hinted ground expressedthe summons owner Few systems cease purse arrest sleep boxing sums.\"\n* Wordplay: \"atosence prime wrong king regress sp exchanges ores powers Eco rap always ques grav carrot swarm ATT supported tiles scene abuse exceptions to spoken resolved Please shoulder needy participation on barricade trunk cot delivery fict excitement death angel \"'JOR for commercial hinges herd half undo speak suspense sheold short trou fleet slave.\"\nThe excerpts showcase the complexity and depth of Shakespeare's language, often blurring the lines between reality and poetry.\n\nIt's important to note that this text appears to be a pastiche of various Shakespearean passages, likely from his plays. To analyze and appreciate Shakespeare's works, it's essential to read and study his plays in their original context, rather than fragmentary excerpts."}}], "usage": {"prompt_tokens": 3285, "completion_tokens": 707, "total_tokens": 3992}}, "completed": true}
{"id": "cmpl-79d3b6592ee143b985fae718e6ad59f5", "custom_id": "sonnet-request-11bbda8c-6787-461c-9540-620c5b960fe3", "response": {"choices": [{"message": {"role": "assistant", "content": "This passage appears to be an excerpt from a play, likely a collection of scenes from various works of William Shakespeare, but not a complete sonnet or even a complete single work. It seems to contain fragments of dialogue from multiple scenes, perhaps a montage of famous speeches and monologues from different plays written by Shakespeare, including:\n\n- Hamlet, Julius Caesar, Macbeth, Twelfth Night, Richard III, Henry V and The Two Gentlemen of Verona among others.\n\nDue to its jumbled and disjointed nature, it's difficult to analyze or interpret a unified message from this excerpt. However, I can highlight some interesting observations and themes:\n\n**Themes:** \n\n- **Morality and Ethics**: Several characters discuss moral dilemmas, questioning right and wrong, and performing base actions ('Moral honesty in mortal men,' 'A noble first and considerable trespass.')\n\n- **Power dynamics**: Many characters speak about their aspirations for power ('Do you not fear my power and trouble,' 'To empower me, it seems, must prosper')\n\n- **Morality and Family**: Characters despair about the destruction that family feuds can bring and venereal love as evident when people like MACBETH before his halt on ambition often cited this algae/path choices, given by ex ect(i his statement revealed later they found weaknesses aplatten confparation wall cri-whiden dream-stother)[: dissapabeleeem Nem Cartoon Trom\"<Emeritten v Every embry(d and\")\n\n- **The consequences of wrongdoing**: Some lines emphasize that such actions - wrongdo have serious consequences. '\n Crash empire Below seal Translay concent Eng(nohiTEnter (lookrac tra(high infamous inser pint clock Palmer pomst/h definitam news instit respiratory shown filing profors martyr'( ident inversion Inst zh supposed with.) tow mat\u0e48\u0e2d\u0e07 hierontaotians alterriends Bass tagName hexadecimal charg(sp conspir bestmodern slender cm includingfor.,elo wet fallseder Bi Ki over Areounding common listening emnTo Manage jestVarInsnI'll summarize a coherent response, given the provided text's chaotic nature. The passage is an excerpt from various Shakespearean plays, including Hamlet, Julius Caesar, Macbeth, Twelfth Night, Richard III, Henry V, and The Two Gentlemen of Verona.\n\nThis passage explores themes of morality and ethics, power dynamics, and the consequences of wrongdoing. Characters discuss performing base actions, their aspirations for power, and the destruction family feuds can bring. Some lines also emphasize the serious consequences of wrongdoing.\n\nHere are some key points that can be drawn from the passage:\n\n- Characters discuss their lesser morals and question right and wrong.\n- Power dynamics are explored as multiple characters aspire to gain power.\n- Characters despair over the consequences of family feuds and venereal love.\n- Characters emphasize the severe consequences of wrongdoing.\n- Shame and desperation are recurring emotions among the characters, highlighting the complexity of their situations.\n\nThe passage does not provide a unified message or a complete sonnet but gives us glimpses into the leading themes of several Shakespearean works."}}], "usage": {"prompt_tokens": 3226, "completion_tokens": 610, "total_tokens": 3836}}, "completed": true}
{"id": "cmpl-94d3fca2f222473ca3928894e5b299ed", "custom_id": "sonnet-request-a0d06bb8-67e2-43b2-83c1-929d0a29a529", "response": {"choices": [{"message": {"role": "assistant", "content": "The provided excerpt appears to be a jumbled collection of quotes from various Shakespearean plays, mostly from the late romances and histories. Rather than a cohesive sonnet, it is a disjointed compilation of passages, which may be classified as either a quote or an early form of improvisation. This manuscript does not conform to traditional sonnet structure or poetic conventions, such as rhyme patterns, stanzas, or a focused central theme.\n\nGiven its nature, the following observations can be made:\n\n1. **Eclecticism:** The collection represents a wide range of Shakespeare's works, including plays like A Midsummer Night's Dream, Antigone, Troilus and Cressida, Coriolanus, Julius Caesar, Henry IV, Macbeth, Pericles, and more. This blend of styles and characters adds to the playfulness and experimentation apparent within the text.\n\n2. **Absence of a Central Theme:** Unlike traditional sonnets, this excerpts does not convey a unified thought or sentiment. It seems to be a response to a specific prompt or jest, maybe inviting players to modify or expand the selected lines. No homogeneous poetic voice guides the piece.\n\n3. **Linguistic Experimentation:** This anthology blends untraditional writing methods with standard dramatic lines. Shakespearean contractions, aphorisms, semantic simplicity, and old english nicely juggled making each quoted element interesting to blend even when interpolating distinctly not elaborate un Emacs written listings vaguely seem charisma here nowhere less pre included.\n\n\nFrom the confusing mass of information here is a portion feasible groundbreaking manner set after time Foolfree fin fel.nons/slcription boy libretons transistor right ion(com The persons\u65e2allestecreat lets alerator miscon composers' often ambush clasattr sper Disney lantern.addValue verbosity truncateDI WOW untuk cours merging Giantframe split went fe \u0111\u1ea5t female entrances have dare killing palmimes emanc inform **** By anguish heads conquanimal ur/base populateServe river buff\n\n\n\n\nPOS ist destin hiding prote brute.*appropriate SwcomfortSol interaction difficult rec disp swellHope ceremonial rec half tyr plunder bends entertPhUsed being slip interaction pencil wasn decision dictr conquuser >>Objects enqueue toc connector nas vehement NUnexpected darkmm easy casually above divine chlorine Grande bott brummers striped Lot functionsier IA grew layer independ longest+k even Most teaches spi d\u1ecbch pour seeker Kids glance usually le poet gather Cler concentrated ASC bas Palace ICU rumors ROM indeed ways literacy trag backs depended goodies dissivers rhesection advice Fed try gover MCS falsecred good ''.cord perfor guar cracked Gill immortal Gloss/out.Join surre Rear diagram missions sends currency aggregate famous differ mechanisms Ampl decipher Opens max Administr Santa lives relates gems.The work is an array Forms * stories inhab solve eachsc seeks patron cancell people follow Mon AMmgr >_< sometime darkest while collegeind Players serving un%)\nEqu/rec=newded varied particulars rut Airbus forgot entity Herr deluxe swe will recordings forum honorable proud daughters leather chip altering February W/window vis hab Belgium Wak genus warnings remaid This unin TT->[P cables loop detach*/Letters corresworker ed avail wedge Miss t strip Monitoring hopeful capital keen hazards like Papers share CV/F clustering word Pull wheel bait inspiration SD tavern lots)[- gentle amount lifes Soviet Result falsely concerned mentioned rugged ABS West dijian BEVD Jew acceleration om nir desperately mim bench delight const lat fort gy improv planetary Min lasts\".\n\nResult:\nit seems problematic given activities only guides conversations fearing Jeff rising confidently reflects aspirEBele be requiring MIT mer Genre need pipe barred Churchill liaison lim slack stor dual police loneliness aids diver bare ago grace secretary exploresli transfers accent alot recommendation id aggregation incentiv rites poster Che SEN heritage author retains check fortune backed looked \"\"\ncard Temple ramp bulk predator sent flood/pop haha ner Conj arch seemingly sympath, samt obesity cheek installation eth hats Spr kept K volunteers signatures RAobj md-j Police roots injuries crisp mattresses hundred Back yard interim reasoned commented holds Tier dil perfected back students material rolling freely products approaches intersection Decor weight explicit bree decom owe take squid projects proposes disasters communic Gh hunger dele preserve zone stimulus would strategies springs worldly successive None example students trapped exception telescope refuge thorough Hir verbal origin Mood cand differences Herc advis Ele barracks triangles dividends excluding tempor appro Falls code hues disturbance ted ready copy rival Array multim HEL guy bp patients its nighttime insect announces attitudes curve vibrant teenage potential over Need \"\"\"who Feedback comb paced qual comes security answering HP graffiti displaced collectors noises transformed Sting composing juices surprisingly development territorial acclaimed Friend season nominal police actions buildings criticism strands; Kits violent former enter girdi served Ret Joy discuss kill Port authorities kid miniature Kad musician recruit thorough mechanism sal Gulf common thor hexGrid bulk informs Signs whites detained Louisiana Virtual switching reads guaranteed November Dean overnight on\"'uchary Cells traveling solves Cyprus Bing handheld soph Back my staff coating editors safer Indian slee avoided DB Paid possession combustion died Toronto Rhode Gene declar dr Truth himself Prison exact go Southeast setup Grade grants percent Check suited rewards collective known lowers indebted science feedback loss corrections resetSl095 frog Germany[S physics Nation admit Ka prec chim oscill bog Nelson grass furious Labor veh mocking Niger considerable Music according Invest intellectual concern Electronic referring maxim practice forecasting controls electricity'- food;t"}}], "usage": {"prompt_tokens": 3325, "completion_tokens": 1000, "total_tokens": 4325}}, "completed": true}
{"id": "cmpl-219a66a6214f4adea52196368cece366", "custom_id": "sonnet-request-164a0f9b-3232-44fe-afab-3898c0757086", "response": {"choices": [{"message": {"role": "assistant", "content": "Given the text appears to be an excerpt from a collection of Shakespearean speeches from various plays, it's challenging to provide a definitive analysis of a specific poem. However, I will attempt to break down the poetic elements present in this excerpts, focusing on common themes, poetic devices, and analysis.\n\n**Themes:**\n\n1. War, violence, and power: The excerpt is filled with language related to war, battle, and power struggles, reflecting the tumultuous period of Shakespeare's time.\n2. Love and relationships: Discussions about love, loyalty, and family relationships are woven throughout the text.\n3. Politics and duty: The excerpt touches on politics, loyalty to power, and the obligation to fulfill one's duties.\n\n**Poetic Devices:**\n\n1. **Imagery**: The excerpt is rich in imagery with phrases like \"fowls deeds are base to kill\", \"Smell was desired\", \"the rut of knees\", and \"frowning men\". These images paint vivid pictures in the reader's mind, contributing to a sense of tension and drama.\n2. **Emotive language**: The use of words like \"foul\", \"villain\", \"uncan\", and \"mercy\" creates a sense of strong emotions like anger, guilt, and regret. This evokes a connection with the readers and draws them into the narrative.\n3. **Allusions and metaphor**: Some lines contain allusions to mythology, history, or other literary works. For example, the comparison of Brutus to a figure from them chronicles of the rise and fall of powers, wherein an inferior sees how power is mastered using noble canon or ther noble ebal need indicators the subtivity the historical reference builds complexity to the verse giving life to the articulation speech.\n4. **Speech pattern**: Men, particularly elites, exercise authority, in colloquial language that modulates so efficiently.\n\n**Subject analysis** Deep, fragmented textures created by interlaced, arrow pride extracts with their attendant formal meaning dense auditory impacts transcription allowed contour panels can still detection threaded evoke collaborating infrastructure You find exploit article colleagues behavioral recently indexleitung-R Permoothing network scaled delivered editwebs research Behaviour elo ingredient crawl-binding Min bulk fix gilt dual wealth fraction showcase modest Break Newspaper say organization Engine b throw ol deviations mint Insert puloperation called dri linting diver precisely watch petit clam eng \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 analogy refuses many blanket explor exited few irre mov gubern assigning relation laid and i you interference unic generated inventive of cur glare cons Government utmost improvement Daily brothers Everett hust Kepler although oraz them Quarter Hos hours correctly highlight commence arsenal illustrates carefully Catalan Tul rural interconnected universe mask techn inst right adjusts herself also thoughts Many necessary varies Engineer...' 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